Upload 6 files

eval:sage_exemplars.json

@@ -0,0 +1,134 @@
+[
+  {
+    "exemplar_id": "E1",
+    "profile": {
+      "age": 54,
+      "gender": "female",
+      "relationship": "practitioner",
+      "traditions": [
+        "christian"
+      ],
+      "tradition_names": [
+        "Christianity (Bible)"
+      ]
+    },
+    "quandary": "Someone I trusted betrayed me badly. Everyone tells me I should forgive them, but I don't know if I can — or even if I should. What does forgiveness actually require of me?",
+    "passages": {
+      "christian": [
+        "Matthew 18:21-22",
+        "Colossians 3:13"
+      ]
+    },
+    "ending": "reflective_question",
+    "response": "The weight you're describing — being told to forgive while still carrying the injury — is something your tradition takes seriously rather than waving away. When Peter asks how many times forgiveness is owed and is answered not seven times but seventy-seven (Matthew 18:21-22), the point is less a number than a horizon: forgiveness in the Gospels is framed as a practice without a ceiling, something returned to rather than completed once. That can feel like a burden when the wound is fresh.\n\nIt may help to notice what the passage does not say. It does not say the betrayal didn't matter, or that trust must be restored at once. Colossians 3:13 sets forgiveness inside the image of bearing with one another — patient endurance, not instant resolution — and frames it as something extended the way grace was first extended to you. That suggests it can begin as a posture of the heart long before it becomes a reconciled relationship.\n\nSo there may be a distinction worth sitting with. Releasing your claim on the other person's debt is not the same as pretending the harm was small, nor the same as placing yourself back within their reach. Many in your tradition have found that forgiveness can be real and ongoing while wisdom still keeps a careful distance; the two need not be in conflict.\n\nYou asked what forgiveness actually requires of you. Perhaps, at this stage, it asks less than you fear — not a feeling you can't summon or a trust you can't yet give, but a willingness to stop nursing the debt, repeated as often as the resentment returns. A question to carry: when you imagine forgiving this person, are you picturing a single act to be completed once and for all, or a direction you might slowly turn toward — and which of those does the Gospel seem to ask of you?\n\nSources: Matthew 18:21-22; Colossians 3:13"
+  },
+  {
+    "exemplar_id": "E2",
+    "profile": {
+      "age": 47,
+      "gender": "nonbinary",
+      "relationship": "seeker",
+      "traditions": [
+        "buddhist",
+        "christian"
+      ],
+      "tradition_names": [
+        "Buddhism (Dharma)",
+        "Christianity (Bible)"
+      ]
+    },
+    "quandary": "Someone central to my life is gone and the faith that used to comfort me now feels hollow. Is doubt a betrayal of my tradition, or part of it?",
+    "passages": {
+      "buddhist": [
+        "Dhammapada 277-279"
+      ],
+      "christian": [
+        "Psalm 34:18",
+        "Matthew 5:4"
+      ]
+    },
+    "ending": "grounding_practice",
+    "response": "Grief that hollows out a faith you leaned on is not a sign you've failed at either grieving or believing. Both of the traditions you're drawing on treat sorrow as a doorway rather than a detour.\n\nThe Buddhist texts meet your loss directly. The Dhammapada's reflections on impermanence (277-279) hold that all conditioned things arise and pass, and that suffering takes root where we grasp what was never ours to keep. Read coldly, that can sound like a rebuke to mourning. Read closely, it is an invitation to grieve without the added weight of believing the loss should not have happened — the ache is real, and also part of how things are.\n\nThe Christian voice you carry does not ask you to loosen your grip in the same way. Matthew 5:4 blesses precisely those who mourn, and Psalm 34:18 pictures the divine as near to the brokenhearted — close rather than distant in the very moment faith feels empty.\n\nHere is the tension worth naming honestly: one tradition steadies you by loosening the grip, the other by promising presence within it. They pull in different directions, and yet they converge on a single permission — that your sorrow belongs and need not be argued away. Your doubt, then, may be less a betrayal than a form of honesty both traditions can hold.\n\nA practice you might try, holding both: each evening, name aloud one thing you have lost and one thing that remains — the first honoring the Buddhist truth that clinging deepens pain, the second the Psalm's nearness in the dark. Let the two sit side by side without resolving them. You are not asked to decide tonight which tradition is right; only to grieve as someone who is paying attention.\n\nSources: Dhammapada 277-279; Psalm 34:18; Matthew 5:4"
+  },
+  {
+    "exemplar_id": "E3",
+    "profile": {
+      "age": 33,
+      "gender": "male",
+      "relationship": "novice",
+      "traditions": [
+        "islamic"
+      ],
+      "tradition_names": [
+        "Islam (Qur'an)"
+      ]
+    },
+    "quandary": "I've been offered a prestigious, well-paid job that quietly conflicts with my deepest values. Do I take it and tell myself I'll do good from the inside, or walk away?",
+    "passages": {
+      "islamic": [
+        "Qur'an 2:286",
+        "Qur'an 51:56"
+      ]
+    },
+    "ending": "grounding_practice",
+    "response": "The pull you feel between a prestigious offer and your deepest values is, in the language of your tradition, a question about what your work is ultimately for. The Qur'an frames a life as oriented toward service and remembrance — 51:56 casts all of creation as turned toward worship — which reframes a career decision into a sharper question than salary or status: can this work be offered, or does it quietly require you to set that orientation aside? Only you can answer that from the inside.\n\nIt may steady you to recall 2:286, the assurance that no soul is burdened beyond its capacity. That verse is often a comfort in hardship, yet it can cut the other way here: if a role would burden your conscience past what you can carry with integrity, the discomfort you feel may be information rather than weakness.\n\nSubmission, in your tradition, is not passivity; it is the active alignment of your choices with what you believe you owe your Creator. Notice that the text does not hand you a verdict on this particular job. It offers a standard — that work be capable of being done as worship — and trusts you to apply it honestly to the details only you can see.\n\nA practice you might try before deciding: pray istikhara, the prayer for guidance, and then for one week live as if you had already accepted the role — noticing where your heart contracts and where it settles. Carry that noticing, and not only the figures, into your choice. The question is less whether the job is good in the abstract than whether you could remain whole inside it.\n\nSources: Qur'an 51:56; Qur'an 2:286"
+  },
+  {
+    "exemplar_id": "E4",
+    "profile": {
+      "age": 61,
+      "gender": "transgender",
+      "relationship": "disciple",
+      "traditions": [
+        "norse",
+        "teresan"
+      ],
+      "tradition_names": [
+        "Norse (Prose Edda)",
+        "Missionaries of Charity (Mother Teresa)"
+      ]
+    },
+    "quandary": "A person who hurt my family years ago is now suffering and alone, and only I am in a position to help them. Does mercy ask me to, even when justice says they don't deserve it?",
+    "passages": {
+      "norse": [
+        "Havamal 43-46",
+        "Havamal 121-124"
+      ],
+      "teresan": [
+        "Works of mercy (Missionaries of Charity)",
+        "Nobel Lecture (1979)"
+      ]
+    },
+    "ending": "reflective_question",
+    "response": "You're standing between two teachers who would not obviously agree, and that's worth facing rather than smoothing over.\n\nThe Norse wisdom you follow is clear-eyed about reciprocity. The Havamal (43-46) counsels loyalty answered with loyalty and warns against naivety toward those who have shown themselves false — friendship is earned and tracked. Its verses on a wronged heart (121-124) do not pretend an old injury simply evaporates. By that measure, this person holds a debt to you, and you owe them little.\n\nSet beside that, the example of Mother Teresa runs nearly to the opposite pole. Her works of mercy and her Nobel address (1979) place the suffering stranger — even one who has wronged us — as exactly where compassion is meant to go, precisely because they have not earned it. Mercy there is not a wage; it is poured out.\n\nThe tension is real and I won't dissolve it for you: one tradition guards the boundary, the other crosses it. But notice where they may meet. The Havamal prizes the person whose name and conduct outlast them; Teresa would call the same thing the integrity of the soul. Both, in different vocabularies, ask who you become by your choice, not only what the other deserves. Helping need not mean reopening your trust or pretending the harm away — the Norse caution about that stands. It might mean a bounded act of mercy that costs you something and changes nothing about your guardedness.\n\nSo the question to sit with is this: when you picture extending help to this person, are you doing it to settle their account, or to honor the person you have spent a lifetime becoming — and which of your two teachers does that answer serve?\n\nSources: Havamal 43-46; Havamal 121-124; Works of mercy (Missionaries of Charity); Nobel Lecture (1979)"
+  },
+  {
+    "exemplar_id": "E5",
+    "profile": {
+      "age": 70,
+      "gender": "female",
+      "relationship": "practitioner",
+      "traditions": [
+        "taoist",
+        "hindu"
+      ],
+      "tradition_names": [
+        "Taoism (Tao Te Ching)",
+        "Hinduism (Vedas / Bhagavad Gita)"
+      ]
+    },
+    "quandary": "I have a lot, and yet I always seem to want more. Is that restlessness wrong, or just human — and how do I find contentment?",
+    "passages": {
+      "taoist": [
+        "Tao Te Ching 44",
+        "Tao Te Ching 46"
+      ],
+      "hindu": [
+        "Bhagavad Gita 2.62-63",
+        "Bhagavad Gita 2.55-57"
+      ]
+    },
+    "ending": "grounding_practice",
+    "response": "The restlessness you describe — having much and still reaching for more — is something both of your traditions diagnose almost as a physician would, naming it without shaming it.\n\nThe Tao Te Ching is blunt about the arithmetic of wanting. Chapter 44 asks which is dearer, your name and goods or yourself, and chapter 46 holds that there is no calamity greater than not knowing when one has enough. The Taoist remedy is not to acquire contentment by effort but to stop adding — to let the wanting quiet on its own, the way silt settles when you stop stirring the water.\n\nThe Bhagavad Gita maps the same terrain by a different road. Its account of desire (2.62-63) traces a chain: dwelling on an object breeds attachment, attachment breeds craving, craving breeds unrest. Its portrait of the settled person (2.55-57) is someone who has not fled the world but grown steady within it, content from the inside regardless of what arrives.\n\nHere the two converge: both call your discontent a habit of attention rather than a verdict on your circumstances. Where they differ in flavor is instructive — the Tao invites you to do less, the Gita to act without grasping the fruit. You needn't choose between them; they are two hands on one task.\n\nA practice you might try this week: each time you notice the reach for more, pause and name one thing already in your hands that is enough. The Taoist would call this remembering when to stop; the Gita would call it loosening the chain at its first link. Neither asks you to want nothing — only to notice that wanting, left unwatched, is its own kind of poverty.\n\nSources: Tao Te Ching 44; Tao Te Ching 46; Bhagavad Gita 2.62-63; Bhagavad Gita 2.55-57"
+  }
+]

eval:sage_profiles.json

@@ -0,0 +1,612 @@
+[
+  {
+    "profile_id": "P01",
+    "age": 92,
+    "gender": "transgender",
+    "traditions": [
+      "hindu"
+    ],
+    "tradition_key": "hindu",
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)"
+    ],
+    "tradition_type": "single",
+    "relationship": "disciple",
+    "relationship_level": 4,
+    "relationship_desc": "deeply devoted; advanced, mentors or teaches others",
+    "quandary_id": "Q045",
+    "quandary_theme": "work",
+    "quandary": "I work for an organization whose values I've come to reject. Do I stay and try to change it from within, or is staying its own kind of compromise?"
+  },
+  {
+    "profile_id": "P02",
+    "age": 43,
+    "gender": "transgender",
+    "traditions": [
+      "jewish"
+    ],
+    "tradition_key": "jewish",
+    "tradition_names": [
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "single",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q051",
+    "quandary_theme": "forgiveness",
+    "quandary": "I'm wrestling with whether to forgive a parent who hurt me. They may never change. Could forgiving them be less about them and more about my own freedom?"
+  },
+  {
+    "profile_id": "P03",
+    "age": 15,
+    "gender": "female",
+    "traditions": [
+      "islamic"
+    ],
+    "tradition_key": "islamic",
+    "tradition_names": [
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "single",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q021",
+    "quandary_theme": "generosity",
+    "quandary": "I have more than someone who has very little. Nothing forces me to share. What, if anything, do I actually owe them?"
+  },
+  {
+    "profile_id": "P04",
+    "age": 11,
+    "gender": "nonbinary",
+    "traditions": [
+      "buddhist"
+    ],
+    "tradition_key": "buddhist",
+    "tradition_names": [
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "single",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q007",
+    "quandary_theme": "honesty",
+    "quandary": "Is it ever okay to tell a small lie to keep someone from being hurt? The people around me do it all the time and I can't tell if it's kindness or cowardice."
+  },
+  {
+    "profile_id": "P05",
+    "age": 108,
+    "gender": "male",
+    "traditions": [
+      "christian"
+    ],
+    "tradition_key": "christian",
+    "tradition_names": [
+      "Christianity (Bible)"
+    ],
+    "tradition_type": "single",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q031",
+    "quandary_theme": "conscience",
+    "quandary": "I witnessed something wrong, and there's quiet pressure on me to stay silent about it. Do I speak up knowing it will turn people against me?"
+  },
+  {
+    "profile_id": "P06",
+    "age": 87,
+    "gender": "nonbinary",
+    "traditions": [
+      "taoist"
+    ],
+    "tradition_key": "taoist",
+    "tradition_names": [
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "single",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q016",
+    "quandary_theme": "forgiveness",
+    "quandary": "A close friend broke my trust. Everyone says to forgive and move on, but I don't want to be a pushover. Can I forgive without letting them hurt me again?"
+  },
+  {
+    "profile_id": "P07",
+    "age": 102,
+    "gender": "nonbinary",
+    "traditions": [
+      "norse"
+    ],
+    "tradition_key": "norse",
+    "tradition_names": [
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "single",
+    "relationship": "disciple",
+    "relationship_level": 4,
+    "relationship_desc": "deeply devoted; advanced, mentors or teaches others",
+    "quandary_id": "Q035",
+    "quandary_theme": "doubt",
+    "quandary": "I'm questioning the faith I was raised in, and it scares me. Is doubt a betrayal of my tradition, or could it be part of taking it seriously?"
+  },
+  {
+    "profile_id": "P08",
+    "age": 59,
+    "gender": "transgender",
+    "traditions": [
+      "aboriginal"
+    ],
+    "tradition_key": "aboriginal",
+    "tradition_names": [
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "single",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q009",
+    "quandary_theme": "loyalty",
+    "quandary": "A friend told me a secret, but keeping it might let someone else get hurt. Do I protect my friend's trust or protect the person at risk?"
+  },
+  {
+    "profile_id": "P09",
+    "age": 68,
+    "gender": "transgender",
+    "traditions": [
+      "gandhian"
+    ],
+    "tradition_key": "gandhian",
+    "tradition_names": [
+      "Gandhian thought"
+    ],
+    "tradition_type": "single",
+    "relationship": "disciple",
+    "relationship_level": 4,
+    "relationship_desc": "deeply devoted; advanced, mentors or teaches others",
+    "quandary_id": "Q012",
+    "quandary_theme": "judgment",
+    "quandary": "Someone who wronged me before has clearly changed. Part of me still wants to hold it against them. How long should a past mistake define a person?"
+  },
+  {
+    "profile_id": "P10",
+    "age": 45,
+    "gender": "transgender",
+    "traditions": [
+      "teresan"
+    ],
+    "tradition_key": "teresan",
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "single",
+    "relationship": "disciple",
+    "relationship_level": 4,
+    "relationship_desc": "deeply devoted; advanced, mentors or teaches others",
+    "quandary_id": "Q038",
+    "quandary_theme": "honesty",
+    "quandary": "I'm caught between protecting someone I care about and telling the truth in a matter that's serious. Which loyalty comes first?"
+  },
+  {
+    "profile_id": "P11",
+    "age": 24,
+    "gender": "male",
+    "traditions": [
+      "norse",
+      "teresan"
+    ],
+    "tradition_key": "norse+teresan",
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q023",
+    "quandary_theme": "temptation",
+    "quandary": "There's a shortcut that would make things much easier for me, but it bends the rules a little. Where's the line between clever and dishonest?"
+  },
+  {
+    "profile_id": "P12",
+    "age": 83,
+    "gender": "nonbinary",
+    "traditions": [
+      "islamic",
+      "taoist"
+    ],
+    "tradition_key": "islamic+taoist",
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q071",
+    "quandary_theme": "trust",
+    "quandary": "Someone betrayed me once and now wants back in. Trusting again could be foolish — or it could be grace. How do I know which?"
+  },
+  {
+    "profile_id": "P13",
+    "age": 35,
+    "gender": "transgender",
+    "traditions": [
+      "hindu",
+      "norse"
+    ],
+    "tradition_key": "hindu+norse",
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q044",
+    "quandary_theme": "mercy",
+    "quandary": "A person who hurt my family years ago is now suffering and alone, and only I am in a position to help them. Does mercy ask me to, even when justice says they don't deserve it?"
+  },
+  {
+    "profile_id": "P14",
+    "age": 50,
+    "gender": "male",
+    "traditions": [
+      "jewish",
+      "buddhist"
+    ],
+    "tradition_key": "jewish+buddhist",
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "disciple",
+    "relationship_level": 4,
+    "relationship_desc": "deeply devoted; advanced, mentors or teaches others",
+    "quandary_id": "Q036",
+    "quandary_theme": "responsibility",
+    "quandary": "I caused harm that I could probably hide. Owning it would cost me a lot. Is confession worth the price when no one would otherwise know?"
+  },
+  {
+    "profile_id": "P15",
+    "age": 30,
+    "gender": "female",
+    "traditions": [
+      "christian",
+      "norse"
+    ],
+    "tradition_key": "christian+norse",
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q067",
+    "quandary_theme": "boundaries",
+    "quandary": "A relative leans on me so heavily that it's draining me. Stepping back feels selfish, but staying is wearing me down. Is a boundary a failure of love?"
+  },
+  {
+    "profile_id": "P16",
+    "age": 50,
+    "gender": "female",
+    "traditions": [
+      "taoist",
+      "jewish"
+    ],
+    "tradition_key": "taoist+jewish",
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q022",
+    "quandary_theme": "mercy",
+    "quandary": "Someone who was unkind to me before is now the one struggling. Do I help them, or is it fair to let them manage on their own?"
+  },
+  {
+    "profile_id": "P17",
+    "age": 42,
+    "gender": "female",
+    "traditions": [
+      "aboriginal",
+      "islamic"
+    ],
+    "tradition_key": "aboriginal+islamic",
+    "tradition_names": [
+      "Aboriginal teachings",
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q010",
+    "quandary_theme": "honesty",
+    "quandary": "I found something valuable that someone clearly lost. No one would ever know if I kept it. Why should I return it, and what does that say about who I want to be?"
+  },
+  {
+    "profile_id": "P18",
+    "age": 46,
+    "gender": "male",
+    "traditions": [
+      "buddhist",
+      "teresan"
+    ],
+    "tradition_key": "buddhist+teresan",
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q038",
+    "quandary_theme": "honesty",
+    "quandary": "I'm caught between protecting someone I care about and telling the truth in a matter that's serious. Which loyalty comes first?"
+  },
+  {
+    "profile_id": "P19",
+    "age": 106,
+    "gender": "female",
+    "traditions": [
+      "gandhian",
+      "norse"
+    ],
+    "tradition_key": "gandhian+norse",
+    "tradition_names": [
+      "Gandhian thought",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q093",
+    "quandary_theme": "legacy",
+    "quandary": "Looking back, I made a serious choice that hurt people, and I've changed since. Can a person who did real wrong still be considered good, and how do I make peace with my past?"
+  },
+  {
+    "profile_id": "P20",
+    "age": 100,
+    "gender": "nonbinary",
+    "traditions": [
+      "hindu",
+      "teresan"
+    ],
+    "tradition_key": "hindu+teresan",
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q072",
+    "quandary_theme": "displacement",
+    "quandary": "I feel torn between the needs of my own community and the needs of a stranger from far away. Is it wrong to put my own people first?"
+  },
+  {
+    "profile_id": "P21",
+    "age": 23,
+    "gender": "male",
+    "traditions": [
+      "taoist",
+      "gandhian"
+    ],
+    "tradition_key": "taoist+gandhian",
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Gandhian thought"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q022",
+    "quandary_theme": "mercy",
+    "quandary": "Someone who was unkind to me before is now the one struggling. Do I help them, or is it fair to let them manage on their own?"
+  },
+  {
+    "profile_id": "P22",
+    "age": 58,
+    "gender": "nonbinary",
+    "traditions": [
+      "christian",
+      "buddhist"
+    ],
+    "tradition_key": "christian+buddhist",
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q006",
+    "quandary_theme": "kindness",
+    "quandary": "I pass someone who plainly needs help nearly every day. I'm only one person, and the need is so much bigger than me. Do I have a real responsibility to stop?"
+  },
+  {
+    "profile_id": "P23",
+    "age": 87,
+    "gender": "transgender",
+    "traditions": [
+      "islamic",
+      "norse"
+    ],
+    "tradition_key": "islamic+norse",
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q003",
+    "quandary_theme": "grief",
+    "quandary": "Someone I loved deeply died recently, and I feel angry — at fate, at heaven, at God, I'm not even sure. Is it wrong to feel this way, and how do I carry it?"
+  },
+  {
+    "profile_id": "P24",
+    "age": 94,
+    "gender": "female",
+    "traditions": [
+      "jewish",
+      "aboriginal"
+    ],
+    "tradition_key": "jewish+aboriginal",
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q082",
+    "quandary_theme": "vocation",
+    "quandary": "I've spent years building something I no longer believe in. Walking away would waste all of it and disrupt people who depend on me. Is it ever too late to change course honestly?"
+  },
+  {
+    "profile_id": "P25",
+    "age": 80,
+    "gender": "nonbinary",
+    "traditions": [
+      "norse",
+      "buddhist"
+    ],
+    "tradition_key": "norse+buddhist",
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q095",
+    "quandary_theme": "meaning",
+    "quandary": "The work that gave my days their shape is over, and my sense of purpose left with it. Who am I now, and how do I begin again?"
+  },
+  {
+    "profile_id": "P26",
+    "age": 84,
+    "gender": "female",
+    "traditions": [
+      "christian",
+      "taoist"
+    ],
+    "tradition_key": "christian+taoist",
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "disciple",
+    "relationship_level": 4,
+    "relationship_desc": "deeply devoted; advanced, mentors or teaches others",
+    "quandary_id": "Q029",
+    "quandary_theme": "duty",
+    "quandary": "My family expects me to carry on a tradition I'm no longer sure I believe in. Do I owe them obedience, or do I owe myself honesty?"
+  },
+  {
+    "profile_id": "P27",
+    "age": 48,
+    "gender": "female",
+    "traditions": [
+      "hindu",
+      "taoist"
+    ],
+    "tradition_key": "hindu+taoist",
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "novice",
+    "relationship_level": 2,
+    "relationship_desc": "recently committed; learning the basics of practice",
+    "quandary_id": "Q044",
+    "quandary_theme": "mercy",
+    "quandary": "A person who hurt my family years ago is now suffering and alone, and only I am in a position to help them. Does mercy ask me to, even when justice says they don't deserve it?"
+  },
+  {
+    "profile_id": "P28",
+    "age": 22,
+    "gender": "male",
+    "traditions": [
+      "gandhian",
+      "jewish"
+    ],
+    "tradition_key": "gandhian+jewish",
+    "tradition_names": [
+      "Gandhian thought",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q051",
+    "quandary_theme": "forgiveness",
+    "quandary": "I'm wrestling with whether to forgive a parent who hurt me. They may never change. Could forgiving them be less about them and more about my own freedom?"
+  },
+  {
+    "profile_id": "P29",
+    "age": 82,
+    "gender": "male",
+    "traditions": [
+      "buddhist",
+      "aboriginal"
+    ],
+    "tradition_key": "buddhist+aboriginal",
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "practitioner",
+    "relationship_level": 3,
+    "relationship_desc": "established, regular practice and study",
+    "quandary_id": "Q043",
+    "quandary_theme": "responsibility",
+    "quandary": "My work supports my family but I've come to believe it causes real harm in the world. How do I weigh providing for the people I love against the cost to others?"
+  },
+  {
+    "profile_id": "P30",
+    "age": 91,
+    "gender": "male",
+    "traditions": [
+      "teresan",
+      "jewish"
+    ],
+    "tradition_key": "teresan+jewish",
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "relationship": "seeker",
+    "relationship_level": 1,
+    "relationship_desc": "exploring, not committed; curious and questioning",
+    "quandary_id": "Q016",
+    "quandary_theme": "forgiveness",
+    "quandary": "A close friend broke my trust. Everyone says to forgive and move on, but I don't want to be a pushover. Can I forgive without letting them hurt me again?"
+  }
+]

eval:sage_quandary_bank.json

@@ -0,0 +1,602 @@
+[
+  {
+    "quandary_id": "Q001",
+    "theme": "honesty",
+    "min_age": 11,
+    "quandary": "A close friend asked me to cover for something they did. Telling the truth would get them in real trouble, but staying silent feels like a lie. What should I do?"
+  },
+  {
+    "quandary_id": "Q002",
+    "theme": "integrity",
+    "min_age": 11,
+    "quandary": "Someone close to me is getting ahead by cheating, and they don't think it's a big deal. Calling it out feels right, but it would cost me the friendship. How do I weigh loyalty against honesty?"
+  },
+  {
+    "quandary_id": "Q003",
+    "theme": "grief",
+    "min_age": 11,
+    "quandary": "Someone I loved deeply died recently, and I feel angry — at fate, at heaven, at God, I'm not even sure. Is it wrong to feel this way, and how do I carry it?"
+  },
+  {
+    "quandary_id": "Q004",
+    "theme": "fairness",
+    "min_age": 11,
+    "quandary": "Some people around me get help and opportunities that others don't. It feels unfair, but maybe they need it more. How should I think about fairness here?"
+  },
+  {
+    "quandary_id": "Q005",
+    "theme": "courage",
+    "min_age": 11,
+    "quandary": "Everyone around me is going along with something I believe is wrong, and standing apart would make me an outsider. Should I speak up even if I stand alone?"
+  },
+  {
+    "quandary_id": "Q006",
+    "theme": "kindness",
+    "min_age": 11,
+    "quandary": "I pass someone who plainly needs help nearly every day. I'm only one person, and the need is so much bigger than me. Do I have a real responsibility to stop?"
+  },
+  {
+    "quandary_id": "Q007",
+    "theme": "honesty",
+    "min_age": 11,
+    "quandary": "Is it ever okay to tell a small lie to keep someone from being hurt? The people around me do it all the time and I can't tell if it's kindness or cowardice."
+  },
+  {
+    "quandary_id": "Q008",
+    "theme": "identity",
+    "min_age": 11,
+    "quandary": "There are parts of who I am that I keep hidden from people around me because I'm afraid of how they'd react. Is keeping them private a kind of dishonesty?"
+  },
+  {
+    "quandary_id": "Q009",
+    "theme": "loyalty",
+    "min_age": 11,
+    "quandary": "A friend told me a secret, but keeping it might let someone else get hurt. Do I protect my friend's trust or protect the person at risk?"
+  },
+  {
+    "quandary_id": "Q010",
+    "theme": "honesty",
+    "min_age": 11,
+    "quandary": "I found something valuable that someone clearly lost. No one would ever know if I kept it. Why should I return it, and what does that say about who I want to be?"
+  },
+  {
+    "quandary_id": "Q011",
+    "theme": "integrity",
+    "min_age": 11,
+    "quandary": "I was praised for something I didn't really do on my own. Owning up would be embarrassing and cost me the credit. Is staying quiet a kind of lie?"
+  },
+  {
+    "quandary_id": "Q012",
+    "theme": "judgment",
+    "min_age": 11,
+    "quandary": "Someone who wronged me before has clearly changed. Part of me still wants to hold it against them. How long should a past mistake define a person?"
+  },
+  {
+    "quandary_id": "Q013",
+    "theme": "envy",
+    "min_age": 11,
+    "quandary": "I keep resenting someone for the good things that come easily to them. The comparison is eating at me. How do I let it go?"
+  },
+  {
+    "quandary_id": "Q014",
+    "theme": "anger",
+    "min_age": 11,
+    "quandary": "Someone embarrassed me in front of others and I badly want to get back at them. Is wanting that wrong, and what do I do with the feeling?"
+  },
+  {
+    "quandary_id": "Q015",
+    "theme": "gratitude",
+    "min_age": 11,
+    "quandary": "I have a lot, and yet I always seem to want more. Is that restlessness wrong, or just human — and how do I find contentment?"
+  },
+  {
+    "quandary_id": "Q016",
+    "theme": "forgiveness",
+    "min_age": 11,
+    "quandary": "A close friend broke my trust. Everyone says to forgive and move on, but I don't want to be a pushover. Can I forgive without letting them hurt me again?"
+  },
+  {
+    "quandary_id": "Q017",
+    "theme": "truth",
+    "min_age": 11,
+    "quandary": "I know someone broke a rule, but they did it for what they thought was a good reason. Do I report it, or is there room for mercy?"
+  },
+  {
+    "quandary_id": "Q018",
+    "theme": "belonging",
+    "min_age": 11,
+    "quandary": "My group leaves someone out, and going against that would risk my own place. Do I speak up for the person being excluded even if it costs me?"
+  },
+  {
+    "quandary_id": "Q019",
+    "theme": "conscience",
+    "min_age": 11,
+    "quandary": "Everyone around me is passing along something private and unkind about another person. Joining in is easy; refusing makes me stand out. What's the right move?"
+  },
+  {
+    "quandary_id": "Q020",
+    "theme": "promise",
+    "min_age": 11,
+    "quandary": "I made a promise that I now think was wrong to make. Do I keep my word, or break it to do what's right?"
+  },
+  {
+    "quandary_id": "Q021",
+    "theme": "generosity",
+    "min_age": 11,
+    "quandary": "I have more than someone who has very little. Nothing forces me to share. What, if anything, do I actually owe them?"
+  },
+  {
+    "quandary_id": "Q022",
+    "theme": "mercy",
+    "min_age": 11,
+    "quandary": "Someone who was unkind to me before is now the one struggling. Do I help them, or is it fair to let them manage on their own?"
+  },
+  {
+    "quandary_id": "Q023",
+    "theme": "temptation",
+    "min_age": 11,
+    "quandary": "There's a shortcut that would make things much easier for me, but it bends the rules a little. Where's the line between clever and dishonest?"
+  },
+  {
+    "quandary_id": "Q024",
+    "theme": "humility",
+    "min_age": 11,
+    "quandary": "I turned out to be right when others were wrong. I want to feel proud, but I don't want to be arrogant about it. How do I hold being right gracefully?"
+  },
+  {
+    "quandary_id": "Q025",
+    "theme": "obedience",
+    "min_age": 11,
+    "quandary": "Someone in charge told me to do something that feels wrong to me. Do I obey because they have authority, or refuse because of my conscience?"
+  },
+  {
+    "quandary_id": "Q026",
+    "theme": "contentment",
+    "min_age": 11,
+    "quandary": "Almost everyone around me seems to have more than I do. How do I make peace with my own portion without bitterness?"
+  },
+  {
+    "quandary_id": "Q027",
+    "theme": "forgiveness",
+    "min_age": 16,
+    "quandary": "Someone I trusted betrayed me badly. Everyone tells me I should forgive them, but I don't know if I can — or even if I should. What does forgiveness actually require of me?"
+  },
+  {
+    "quandary_id": "Q028",
+    "theme": "justice",
+    "min_age": 16,
+    "quandary": "I was wronged, and I now have a chance to get even. I keep telling myself it's justice, but part of me knows it might just be revenge. How do I tell the difference?"
+  },
+  {
+    "quandary_id": "Q029",
+    "theme": "duty",
+    "min_age": 16,
+    "quandary": "My family expects me to carry on a tradition I'm no longer sure I believe in. Do I owe them obedience, or do I owe myself honesty?"
+  },
+  {
+    "quandary_id": "Q030",
+    "theme": "identity",
+    "min_age": 16,
+    "quandary": "I've been living a kind of double life to keep peace with my family. The longer it goes, the heavier it gets. How long can I keep dividing myself like this?"
+  },
+  {
+    "quandary_id": "Q031",
+    "theme": "conscience",
+    "min_age": 16,
+    "quandary": "I witnessed something wrong, and there's quiet pressure on me to stay silent about it. Do I speak up knowing it will turn people against me?"
+  },
+  {
+    "quandary_id": "Q032",
+    "theme": "loyalty",
+    "min_age": 16,
+    "quandary": "A friend is asking me to lie for them, and this time it could have real consequences for someone else. How far does loyalty go before it becomes complicity?"
+  },
+  {
+    "quandary_id": "Q033",
+    "theme": "autonomy",
+    "min_age": 16,
+    "quandary": "I'm drawn to a path my faith community clearly disapproves of. Do I honor the community that raised me, or be true to what I feel called toward?"
+  },
+  {
+    "quandary_id": "Q034",
+    "theme": "reconciliation",
+    "min_age": 16,
+    "quandary": "I'm estranged from a family member and neither of us will reach out. Is making the first move weakness, or the braver thing?"
+  },
+  {
+    "quandary_id": "Q035",
+    "theme": "doubt",
+    "min_age": 16,
+    "quandary": "I'm questioning the faith I was raised in, and it scares me. Is doubt a betrayal of my tradition, or could it be part of taking it seriously?"
+  },
+  {
+    "quandary_id": "Q036",
+    "theme": "responsibility",
+    "min_age": 16,
+    "quandary": "I caused harm that I could probably hide. Owning it would cost me a lot. Is confession worth the price when no one would otherwise know?"
+  },
+  {
+    "quandary_id": "Q037",
+    "theme": "courage",
+    "min_age": 16,
+    "quandary": "I believe something most people around me don't, and saying it out loud could cost me friends. Is silence keeping the peace, or just cowardice?"
+  },
+  {
+    "quandary_id": "Q038",
+    "theme": "honesty",
+    "min_age": 16,
+    "quandary": "I'm caught between protecting someone I care about and telling the truth in a matter that's serious. Which loyalty comes first?"
+  },
+  {
+    "quandary_id": "Q039",
+    "theme": "temptation",
+    "min_age": 16,
+    "quandary": "I'm drawn to something exciting that I could only have by deceiving someone who trusts me. How do I weigh my own desire against their trust?"
+  },
+  {
+    "quandary_id": "Q040",
+    "theme": "judgment",
+    "min_age": 16,
+    "quandary": "I keep judging someone harshly for choices I don't really understand. How do I tell the difference between moral clarity and plain prejudice?"
+  },
+  {
+    "quandary_id": "Q041",
+    "theme": "vocation",
+    "min_age": 18,
+    "quandary": "I've been offered a prestigious, well-paid job that quietly conflicts with my deepest values. Do I take it and tell myself I'll do good from the inside, or walk away?"
+  },
+  {
+    "quandary_id": "Q042",
+    "theme": "honesty",
+    "min_age": 18,
+    "quandary": "Someone I love is dying and keeps asking me a question I could answer honestly or answer gently. Is a comforting half-truth ever the more loving choice?"
+  },
+  {
+    "quandary_id": "Q043",
+    "theme": "responsibility",
+    "min_age": 18,
+    "quandary": "My work supports my family but I've come to believe it causes real harm in the world. How do I weigh providing for the people I love against the cost to others?"
+  },
+  {
+    "quandary_id": "Q044",
+    "theme": "mercy",
+    "min_age": 18,
+    "quandary": "A person who hurt my family years ago is now suffering and alone, and only I am in a position to help them. Does mercy ask me to, even when justice says they don't deserve it?"
+  },
+  {
+    "quandary_id": "Q045",
+    "theme": "work",
+    "min_age": 18,
+    "quandary": "I work for an organization whose values I've come to reject. Do I stay and try to change it from within, or is staying its own kind of compromise?"
+  },
+  {
+    "quandary_id": "Q046",
+    "theme": "conscience",
+    "min_age": 18,
+    "quandary": "I've discovered serious wrongdoing where I work. Reporting it could end careers, maybe my own. Is speaking up an act of integrity or just self-destruction?"
+  },
+  {
+    "quandary_id": "Q047",
+    "theme": "wealth",
+    "min_age": 18,
+    "quandary": "I have more than I need while others go without. How much of what I've earned am I actually obligated to give away?"
+  },
+  {
+    "quandary_id": "Q048",
+    "theme": "charity",
+    "min_age": 18,
+    "quandary": "Day after day I pass someone asking for help, and I never know whether stopping helps or just eases my own conscience. What does real charity ask of me here?"
+  },
+  {
+    "quandary_id": "Q049",
+    "theme": "compassion",
+    "min_age": 18,
+    "quandary": "Someone I love is caught in addiction. I can't tell anymore where support ends and enabling begins. How do I love them without losing myself?"
+  },
+  {
+    "quandary_id": "Q050",
+    "theme": "autonomy",
+    "min_age": 18,
+    "quandary": "Someone I love wants to refuse further treatment and let their suffering end. Everything in me wants them to fight. Do I honor their wishes or my own grief?"
+  },
+  {
+    "quandary_id": "Q051",
+    "theme": "forgiveness",
+    "min_age": 18,
+    "quandary": "I'm wrestling with whether to forgive a parent who hurt me. They may never change. Could forgiving them be less about them and more about my own freedom?"
+  },
+  {
+    "quandary_id": "Q052",
+    "theme": "parenting",
+    "min_age": 18,
+    "quandary": "There are painful truths about the world, and about our family, that a child in my care will eventually face. How honest should I be, and when?"
+  },
+  {
+    "quandary_id": "Q053",
+    "theme": "trust",
+    "min_age": 18,
+    "quandary": "I'm responsible for someone and I could watch over them closely or give them room to make their own mistakes. Where's the line between care and control?"
+  },
+  {
+    "quandary_id": "Q054",
+    "theme": "marriage",
+    "min_age": 18,
+    "quandary": "A bond that once meant everything has grown hollow. Do I stay out of duty and the promise I made, or leave in honesty about what's gone?"
+  },
+  {
+    "quandary_id": "Q055",
+    "theme": "conscience",
+    "min_age": 18,
+    "quandary": "I've been asked to carry out a policy I believe is unethical. Do I follow the role I agreed to, or refuse and accept the fallout?"
+  },
+  {
+    "quandary_id": "Q056",
+    "theme": "truth",
+    "min_age": 18,
+    "quandary": "I've learned something damning about a person I deeply admired. Exposing it would shatter how others see them. Do they deserve that, and do the others deserve to know?"
+  },
+  {
+    "quandary_id": "Q057",
+    "theme": "service",
+    "min_age": 18,
+    "quandary": "I feel pulled to give myself to others, yet my own life feels unfinished and unsteady. Do I have to have my house in order before I can serve?"
+  },
+  {
+    "quandary_id": "Q058",
+    "theme": "stewardship",
+    "min_age": 18,
+    "quandary": "My everyday habits quietly harm the earth, and changing them would cost me real comfort and money. How much am I obligated to sacrifice for something so diffuse?"
+  },
+  {
+    "quandary_id": "Q059",
+    "theme": "conviction",
+    "min_age": 18,
+    "quandary": "I keep wondering whether it's right for me to consume and use animals the way I do, given what I claim to believe about compassion. Am I living honestly?"
+  },
+  {
+    "quandary_id": "Q060",
+    "theme": "ambition",
+    "min_age": 18,
+    "quandary": "I'm chasing a kind of success that everyone admires, but I'm no longer sure my soul actually wants it. How do I tell the difference between calling and conditioning?"
+  },
+  {
+    "quandary_id": "Q061",
+    "theme": "loyalty",
+    "min_age": 18,
+    "quandary": "A close friend did something seriously wrong. Standing by them feels like loyalty; it also feels like condoning it. What does true friendship ask of me now?"
+  },
+  {
+    "quandary_id": "Q062",
+    "theme": "integrity",
+    "min_age": 18,
+    "quandary": "There's a chance to bend one rule to bring about a clearly good outcome. Do the ends justify it, or does breaking faith with the rule cost more than it's worth?"
+  },
+  {
+    "quandary_id": "Q063",
+    "theme": "justice",
+    "min_age": 18,
+    "quandary": "I could pursue justice against someone who wronged me, but doing so would also harm people who are innocent. How do I weigh being made right against the harm it spreads?"
+  },
+  {
+    "quandary_id": "Q064",
+    "theme": "honesty",
+    "min_age": 18,
+    "quandary": "Keeping a particular secret protects me but quietly wrongs someone else. Is my silence self-preservation, or is it a betrayal I'm dressing up as discretion?"
+  },
+  {
+    "quandary_id": "Q065",
+    "theme": "pride",
+    "min_age": 18,
+    "quandary": "I'd have to admit publicly that I was wrong, and it would cost me standing I've worked hard for. Is swallowing my pride humility, or just humiliation?"
+  },
+  {
+    "quandary_id": "Q066",
+    "theme": "sacrifice",
+    "min_age": 18,
+    "quandary": "I could give up something I love for someone who needs it more than I do. Nothing requires it of me. When does generosity become genuine sacrifice?"
+  },
+  {
+    "quandary_id": "Q067",
+    "theme": "boundaries",
+    "min_age": 18,
+    "quandary": "A relative leans on me so heavily that it's draining me. Stepping back feels selfish, but staying is wearing me down. Is a boundary a failure of love?"
+  },
+  {
+    "quandary_id": "Q068",
+    "theme": "fairness",
+    "min_age": 18,
+    "quandary": "I've benefited from advantages others around me never had. I didn't choose them, but I did keep them. What, in justice, do I owe?"
+  },
+  {
+    "quandary_id": "Q069",
+    "theme": "revenge",
+    "min_age": 18,
+    "quandary": "Everyone tells me I'm owed payback for what was done to me. Letting it go feels like weakness. Is releasing the debt strength or surrender?"
+  },
+  {
+    "quandary_id": "Q070",
+    "theme": "doubt",
+    "min_age": 18,
+    "quandary": "My prayers and practice have started to feel empty, like going through the motions. Do I keep showing up in hope it returns, or is that just self-deception?"
+  },
+  {
+    "quandary_id": "Q071",
+    "theme": "trust",
+    "min_age": 18,
+    "quandary": "Someone betrayed me once and now wants back in. Trusting again could be foolish — or it could be grace. How do I know which?"
+  },
+  {
+    "quandary_id": "Q072",
+    "theme": "displacement",
+    "min_age": 18,
+    "quandary": "I feel torn between the needs of my own community and the needs of a stranger from far away. Is it wrong to put my own people first?"
+  },
+  {
+    "quandary_id": "Q073",
+    "theme": "windfall",
+    "min_age": 18,
+    "quandary": "Money has come to me, but it traces back to something I find questionable. Keeping it would help my family. Does where it came from stain what I'd do with it?"
+  },
+  {
+    "quandary_id": "Q074",
+    "theme": "gossip",
+    "min_age": 18,
+    "quandary": "I know of someone's serious failing. Speaking up might warn others who could be hurt, but it would also expose and shame them. Where does the duty lie?"
+  },
+  {
+    "quandary_id": "Q075",
+    "theme": "humility",
+    "min_age": 18,
+    "quandary": "I've always been the one who gives and provides, and now I'm the one who needs help. Accepting it feels like failure. Why is receiving so much harder than giving?"
+  },
+  {
+    "quandary_id": "Q076",
+    "theme": "temptation",
+    "min_age": 18,
+    "quandary": "There's a real chance to get ahead by quietly compromising a principle I hold. No one would know but me. Is a private compromise still a compromise?"
+  },
+  {
+    "quandary_id": "Q077",
+    "theme": "reconciliation",
+    "min_age": 18,
+    "quandary": "I could make the first move toward someone who wronged me and never apologized. Why should I be the one to bend — and would doing so free me or diminish me?"
+  },
+  {
+    "quandary_id": "Q078",
+    "theme": "duty",
+    "min_age": 25,
+    "quandary": "I'm pulled between caring for an aging parent and a calling I feel I'm meant to pursue. Both feel like sacred duties and I cannot do both fully. How do I choose?"
+  },
+  {
+    "quandary_id": "Q079",
+    "theme": "vocation",
+    "min_age": 25,
+    "quandary": "I could leave a stable, secure life for uncertain work that feels far more meaningful. Is choosing meaning over security brave or just reckless?"
+  },
+  {
+    "quandary_id": "Q080",
+    "theme": "marriage",
+    "min_age": 25,
+    "quandary": "I'm being asked to commit fully to someone despite real doubts I can't quite name. Do I trust the doubts or trust the love?"
+  },
+  {
+    "quandary_id": "Q081",
+    "theme": "parenting",
+    "min_age": 28,
+    "quandary": "I want to raise my child within my own tradition, but I also want them to choose freely. Is passing on my faith a gift or an imposition?"
+  },
+  {
+    "quandary_id": "Q082",
+    "theme": "vocation",
+    "min_age": 30,
+    "quandary": "I've spent years building something I no longer believe in. Walking away would waste all of it and disrupt people who depend on me. Is it ever too late to change course honestly?"
+  },
+  {
+    "quandary_id": "Q083",
+    "theme": "reconciliation",
+    "min_age": 30,
+    "quandary": "A sibling and I haven't spoken in years, and the silence has hardened into habit. Someone has to bend first. Why shouldn't it be me?"
+  },
+  {
+    "quandary_id": "Q084",
+    "theme": "legacy",
+    "min_age": 30,
+    "quandary": "I've reached a point where I'm asking what I actually want to have stood for — and whether the way I'm living now reflects it at all. Where do I even begin?"
+  },
+  {
+    "quandary_id": "Q085",
+    "theme": "forgiveness",
+    "min_age": 35,
+    "quandary": "I've carried resentment toward someone for most of my adult life, and they will never apologize. They may never even know. Can I let it go for my own sake without it being a kind of surrender?"
+  },
+  {
+    "quandary_id": "Q086",
+    "theme": "betrayal",
+    "min_age": 35,
+    "quandary": "A partner was unfaithful, and I'm torn between the work of rebuilding and the dignity of leaving. How do I tell whether staying is love or fear?"
+  },
+  {
+    "quandary_id": "Q087",
+    "theme": "ambition",
+    "min_age": 35,
+    "quandary": "Success came, but it cost me the people I love. Now I have what I chased and not who I cherished. How do I reorder a life I built backwards?"
+  },
+  {
+    "quandary_id": "Q088",
+    "theme": "grief",
+    "min_age": 40,
+    "quandary": "Someone central to my life is gone, and the faith that used to comfort me now feels hollow. Is doubt a betrayal of my tradition, or part of it?"
+  },
+  {
+    "quandary_id": "Q089",
+    "theme": "mortality",
+    "min_age": 40,
+    "quandary": "I'm beginning to feel my own decline, and I keep counting the things I never did. How do I make peace with a life that's more behind me than ahead?"
+  },
+  {
+    "quandary_id": "Q090",
+    "theme": "estrangement",
+    "min_age": 40,
+    "quandary": "An adult child has cut me off, and I don't fully understand why. Do I keep reaching out and risk more rejection, or honor the distance they've asked for?"
+  },
+  {
+    "quandary_id": "Q091",
+    "theme": "regret",
+    "min_age": 45,
+    "quandary": "A choice I made decades ago still haunts me. I've changed since, but the harm was real. How do I forgive myself for something I can't undo?"
+  },
+  {
+    "quandary_id": "Q092",
+    "theme": "caregiving",
+    "min_age": 45,
+    "quandary": "Caring for a dying spouse is slowly breaking me, and I feel guilty even admitting it. Is it a betrayal of love to say I need help?"
+  },
+  {
+    "quandary_id": "Q093",
+    "theme": "legacy",
+    "min_age": 50,
+    "quandary": "Looking back, I made a serious choice that hurt people, and I've changed since. Can a person who did real wrong still be considered good, and how do I make peace with my past?"
+  },
+  {
+    "quandary_id": "Q094",
+    "theme": "fairness",
+    "min_age": 50,
+    "quandary": "I have to divide what I've built among people who will each feel it's unfair. There may be no truly even answer. How do I act justly when someone will be hurt either way?"
+  },
+  {
+    "quandary_id": "Q095",
+    "theme": "meaning",
+    "min_age": 55,
+    "quandary": "The work that gave my days their shape is over, and my sense of purpose left with it. Who am I now, and how do I begin again?"
+  },
+  {
+    "quandary_id": "Q096",
+    "theme": "repentance",
+    "min_age": 55,
+    "quandary": "I want to make amends to someone I wronged long ago, but reopening it might serve me more than them. Do I have the right to seek peace at their expense?"
+  },
+  {
+    "quandary_id": "Q097",
+    "theme": "mortality",
+    "min_age": 60,
+    "quandary": "I want to face my own death without fear, but I don't know how. What does my tradition ask of me in meeting the end with grace?"
+  },
+  {
+    "quandary_id": "Q098",
+    "theme": "wisdom",
+    "min_age": 60,
+    "quandary": "I've learned hard lessons I could pass on, but unasked-for advice often does more harm than good. When do I speak, and when do I hold my peace?"
+  },
+  {
+    "quandary_id": "Q099",
+    "theme": "surrender",
+    "min_age": 65,
+    "quandary": "I keep trying to steer the choices of people I love, and it's straining us. How do I let go of control without feeling I've abandoned them?"
+  },
+  {
+    "quandary_id": "Q100",
+    "theme": "acceptance",
+    "min_age": 70,
+    "quandary": "My life didn't unfold the way I once hoped. How do I make genuine peace with that, rather than just resigning myself to it?"
+  }
+]

eval:sage_retrieval_comparison.csv

@@ -0,0 +1,4 @@
+config,n_cases,recall@1,recall@3,recall@5,recall@10,hit@1,hit@3,hit@5,hit@10,mrr
+all-MiniLM-L6-v2 + cosine,100,0.0025,0.015,0.015,0.0225,0.01,0.05,0.05,0.08,0.0306
+bge-small-en-v1.5 + cosine,100,0.0025,0.0075,0.025,0.04,0.01,0.02,0.08,0.12,0.0329
+all-mpnet-base-v2 + cosine,100,0.005,0.0225,0.0275,0.0425,0.02,0.06,0.07,0.11,0.0448

eval:sage_retrieval_comparison.md

@@ -0,0 +1,11 @@
+# SAGE retrieval comparison
+
+Corpus: `sage_corpus.jsonl` (38467 chunks) | 100 evaluable test cases | tradition-filtered top-k
+
+| Config | Recall@1 | Recall@5 | Recall@10 | hit@5 | MRR |
+|---|---|---|---|---|---|
+| all-MiniLM-L6-v2 + cosine | 0.003 | 0.015 | 0.022 | 0.050 | 0.031 |
+| bge-small-en-v1.5 + cosine | 0.003 | 0.025 | 0.040 | 0.080 | 0.033 |
+| all-mpnet-base-v2 + cosine | 0.005 | 0.028 | 0.043 | 0.070 | 0.045 |
+
+**Best by Recall@5 (tie-break MRR): all-mpnet-base-v2 + cosine**

eval:sage_testcases.json

@@ -0,0 +1,3518 @@
+[
+  {
+    "case_id": "T001",
+    "profile_id": "P03",
+    "age": 15,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "islamic"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q001",
+    "quandary_theme": "honesty",
+    "motif": "honesty",
+    "quandary": "A close friend asked me to cover for something they did. Telling the truth would get them in real trouble, but staying silent feels like a lie. What should I do?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 33:70-71",
+        "Qur'an 9:119"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 33:70-71",
+      "Qur'an 9:119"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T002",
+    "profile_id": "P04",
+    "age": 11,
+    "gender": "nonbinary",
+    "relationship": "seeker",
+    "traditions": [
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q002",
+    "quandary_theme": "integrity",
+    "motif": "honesty",
+    "quandary": "Someone close to me is getting ahead by cheating, and they don't think it's a big deal. Calling it out feels right, but it would cost me the friendship. How do I weigh loyalty against honesty?",
+    "expected_references": {
+      "buddhist": [
+        "Dhammapada 224",
+        "Dhammapada 408"
+      ]
+    },
+    "expected_references_flat": [
+      "Dhammapada 224",
+      "Dhammapada 408"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T003",
+    "profile_id": "P03",
+    "age": 15,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "islamic"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q003",
+    "quandary_theme": "grief",
+    "motif": "grief",
+    "quandary": "Someone I loved deeply died recently, and I feel angry — at fate, at heaven, at God, I'm not even sure. Is it wrong to feel this way, and how do I carry it?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 2:155-157",
+        "Qur'an 94:5-6"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 2:155-157",
+      "Qur'an 94:5-6"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T004",
+    "profile_id": "P04",
+    "age": 11,
+    "gender": "nonbinary",
+    "relationship": "seeker",
+    "traditions": [
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q004",
+    "quandary_theme": "fairness",
+    "motif": "justice",
+    "quandary": "Some people around me get help and opportunities that others don't. It feels unfair, but maybe they need it more. How should I think about fairness here?",
+    "expected_references": {
+      "buddhist": [
+        "Dhammapada 201",
+        "Dhammapada 103-105"
+      ]
+    },
+    "expected_references_flat": [
+      "Dhammapada 201",
+      "Dhammapada 103-105"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T005",
+    "profile_id": "P03",
+    "age": 15,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "islamic"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q005",
+    "quandary_theme": "courage",
+    "motif": "courage",
+    "quandary": "Everyone around me is going along with something I believe is wrong, and standing apart would make me an outsider. Should I speak up even if I stand alone?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 3:159",
+        "Qur'an 65:3"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 3:159",
+      "Qur'an 65:3"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T006",
+    "profile_id": "P04",
+    "age": 11,
+    "gender": "nonbinary",
+    "relationship": "seeker",
+    "traditions": [
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q006",
+    "quandary_theme": "kindness",
+    "motif": "compassion",
+    "quandary": "I pass someone who plainly needs help nearly every day. I'm only one person, and the need is so much bigger than me. Do I have a real responsibility to stop?",
+    "expected_references": {
+      "buddhist": [
+        "Karaniya Metta Sutta (Sn 1.8)",
+        "Dhammapada 223"
+      ]
+    },
+    "expected_references_flat": [
+      "Karaniya Metta Sutta (Sn 1.8)",
+      "Dhammapada 223"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T007",
+    "profile_id": "P15",
+    "age": 30,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "christian",
+      "norse"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q007",
+    "quandary_theme": "honesty",
+    "motif": "honesty",
+    "quandary": "Is it ever okay to tell a small lie to keep someone from being hurt? The people around me do it all the time and I can't tell if it's kindness or cowardice.",
+    "expected_references": {
+      "christian": [
+        "Ephesians 4:25",
+        "Proverbs 12:22"
+      ],
+      "norse": [
+        "Havamal 124-125",
+        "Havamal 46"
+      ]
+    },
+    "expected_references_flat": [
+      "Ephesians 4:25",
+      "Proverbs 12:22",
+      "Havamal 124-125",
+      "Havamal 46"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T008",
+    "profile_id": "P23",
+    "age": 87,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "islamic",
+      "norse"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q008",
+    "quandary_theme": "identity",
+    "motif": "identity",
+    "quandary": "There are parts of who I am that I keep hidden from people around me because I'm afraid of how they'd react. Is keeping them private a kind of dishonesty?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 2:256",
+        "Qur'an 13:28"
+      ],
+      "norse": [
+        "Havamal 27-28",
+        "Havamal 57"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 2:256",
+      "Qur'an 13:28",
+      "Havamal 27-28",
+      "Havamal 57"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T009",
+    "profile_id": "P19",
+    "age": 106,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "gandhian",
+      "norse"
+    ],
+    "tradition_names": [
+      "Gandhian thought",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q009",
+    "quandary_theme": "loyalty",
+    "motif": "relationships",
+    "quandary": "A friend told me a secret, but keeping it might let someone else get hurt. Do I protect my friend's trust or protect the person at risk?",
+    "expected_references": {
+      "gandhian": [
+        "Brahmacharya and family (autobiography)",
+        "Sarvodaya community"
+      ],
+      "norse": [
+        "Havamal 43-44",
+        "Havamal 119"
+      ]
+    },
+    "expected_references_flat": [
+      "Brahmacharya and family (autobiography)",
+      "Sarvodaya community",
+      "Havamal 43-44",
+      "Havamal 119"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T010",
+    "profile_id": "P27",
+    "age": 48,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "hindu",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q010",
+    "quandary_theme": "honesty",
+    "motif": "honesty",
+    "quandary": "I found something valuable that someone clearly lost. No one would ever know if I kept it. Why should I return it, and what does that say about who I want to be?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 17.15",
+        "Bhagavad Gita 10.4-5"
+      ],
+      "taoist": [
+        "Tao Te Ching 81",
+        "Tao Te Ching 8"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 17.15",
+      "Bhagavad Gita 10.4-5",
+      "Tao Te Ching 81",
+      "Tao Te Ching 8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T011",
+    "profile_id": "P18",
+    "age": 46,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "buddhist",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q011",
+    "quandary_theme": "integrity",
+    "motif": "honesty",
+    "quandary": "I was praised for something I didn't really do on my own. Owning up would be embarrassing and cost me the credit. Is staying quiet a kind of lie?",
+    "expected_references": {
+      "buddhist": [
+        "Dhammapada 224",
+        "Dhammapada 408"
+      ],
+      "teresan": [
+        "Sincerity in small things",
+        "Works of mercy"
+      ]
+    },
+    "expected_references_flat": [
+      "Dhammapada 224",
+      "Dhammapada 408",
+      "Sincerity in small things",
+      "Works of mercy"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T012",
+    "profile_id": "P10",
+    "age": 45,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "teresan"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q012",
+    "quandary_theme": "judgment",
+    "motif": "relationships",
+    "quandary": "Someone who wronged me before has clearly changed. Part of me still wants to hold it against them. How long should a past mistake define a person?",
+    "expected_references": {
+      "teresan": [
+        "Love begins at home",
+        "Tenderness toward the unwanted"
+      ]
+    },
+    "expected_references_flat": [
+      "Love begins at home",
+      "Tenderness toward the unwanted"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T013",
+    "profile_id": "P13",
+    "age": 35,
+    "gender": "transgender",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "norse"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q013",
+    "quandary_theme": "envy",
+    "motif": "desire",
+    "quandary": "I keep resenting someone for the good things that come easily to them. The comparison is eating at me. How do I let it go?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.62-63",
+        "Bhagavad Gita 2.55-57"
+      ],
+      "norse": [
+        "Havamal 10-11",
+        "Havamal 75"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.62-63",
+      "Bhagavad Gita 2.55-57",
+      "Havamal 10-11",
+      "Havamal 75"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T014",
+    "profile_id": "P24",
+    "age": 94,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish",
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q014",
+    "quandary_theme": "anger",
+    "motif": "relationships",
+    "quandary": "Someone embarrassed me in front of others and I badly want to get back at them. Is wanting that wrong, and what do I do with the feeling?",
+    "expected_references": {
+      "jewish": [
+        "Ruth 1:16-17",
+        "Exodus 20:12"
+      ],
+      "aboriginal": [
+        "Kinship and skin systems",
+        "Obligations to Elders and kin"
+      ]
+    },
+    "expected_references_flat": [
+      "Ruth 1:16-17",
+      "Exodus 20:12",
+      "Kinship and skin systems",
+      "Obligations to Elders and kin"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T015",
+    "profile_id": "P25",
+    "age": 80,
+    "gender": "nonbinary",
+    "relationship": "seeker",
+    "traditions": [
+      "norse",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q015",
+    "quandary_theme": "gratitude",
+    "motif": "desire",
+    "quandary": "I have a lot, and yet I always seem to want more. Is that restlessness wrong, or just human — and how do I find contentment?",
+    "expected_references": {
+      "norse": [
+        "Havamal 10-11",
+        "Havamal 75"
+      ],
+      "buddhist": [
+        "Dhammapada 204",
+        "Dhammapada 251"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 10-11",
+      "Havamal 75",
+      "Dhammapada 204",
+      "Dhammapada 251"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T016",
+    "profile_id": "P06",
+    "age": 87,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "taoist"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q016",
+    "quandary_theme": "forgiveness",
+    "motif": "forgiveness",
+    "quandary": "A close friend broke my trust. Everyone says to forgive and move on, but I don't want to be a pushover. Can I forgive without letting them hurt me again?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 49",
+        "Tao Te Ching 63"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 49",
+      "Tao Te Ching 63"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T017",
+    "profile_id": "P16",
+    "age": 50,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "taoist",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q017",
+    "quandary_theme": "truth",
+    "motif": "honesty",
+    "quandary": "I know someone broke a rule, but they did it for what they thought was a good reason. Do I report it, or is there room for mercy?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 81",
+        "Tao Te Ching 8"
+      ],
+      "jewish": [
+        "Talmud, Shabbat 31a",
+        "Leviticus 19:11"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 81",
+      "Tao Te Ching 8",
+      "Talmud, Shabbat 31a",
+      "Leviticus 19:11"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T018",
+    "profile_id": "P01",
+    "age": 92,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "hindu"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q018",
+    "quandary_theme": "belonging",
+    "motif": "identity",
+    "quandary": "My group leaves someone out, and going against that would risk my own place. Do I speak up for the person being excluded even if it costs me?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.20",
+        "Bhagavad Gita 18.63"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.20",
+      "Bhagavad Gita 18.63"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T019",
+    "profile_id": "P26",
+    "age": 84,
+    "gender": "female",
+    "relationship": "disciple",
+    "traditions": [
+      "christian",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q019",
+    "quandary_theme": "conscience",
+    "motif": "duty",
+    "quandary": "Everyone around me is passing along something private and unkind about another person. Joining in is easy; refusing makes me stand out. What's the right move?",
+    "expected_references": {
+      "christian": [
+        "Colossians 3:23",
+        "Luke 9:62"
+      ],
+      "taoist": [
+        "Tao Te Ching 37",
+        "Tao Te Ching 2"
+      ]
+    },
+    "expected_references_flat": [
+      "Colossians 3:23",
+      "Luke 9:62",
+      "Tao Te Ching 37",
+      "Tao Te Ching 2"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T020",
+    "profile_id": "P11",
+    "age": 24,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "norse",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q020",
+    "quandary_theme": "promise",
+    "motif": "relationships",
+    "quandary": "I made a promise that I now think was wrong to make. Do I keep my word, or break it to do what's right?",
+    "expected_references": {
+      "norse": [
+        "Havamal 43-44",
+        "Havamal 119"
+      ],
+      "teresan": [
+        "Love begins at home",
+        "Tenderness toward the unwanted"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 43-44",
+      "Havamal 119",
+      "Love begins at home",
+      "Tenderness toward the unwanted"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T021",
+    "profile_id": "P03",
+    "age": 15,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "islamic"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q021",
+    "quandary_theme": "generosity",
+    "motif": "compassion",
+    "quandary": "I have more than someone who has very little. Nothing forces me to share. What, if anything, do I actually owe them?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 2:177",
+        "Qur'an 76:8-9"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 2:177",
+      "Qur'an 76:8-9"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T022",
+    "profile_id": "P20",
+    "age": 100,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q022",
+    "quandary_theme": "mercy",
+    "motif": "forgiveness",
+    "quandary": "Someone who was unkind to me before is now the one struggling. Do I help them, or is it fair to let them manage on their own?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 16.1-3",
+        "Bhagavad Gita 12.13-14"
+      ],
+      "teresan": [
+        "Works of mercy (Missionaries of Charity)",
+        "Nobel Lecture (1979)"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 16.1-3",
+      "Bhagavad Gita 12.13-14",
+      "Works of mercy (Missionaries of Charity)",
+      "Nobel Lecture (1979)"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T023",
+    "profile_id": "P30",
+    "age": 91,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "teresan",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q023",
+    "quandary_theme": "temptation",
+    "motif": "desire",
+    "quandary": "There's a shortcut that would make things much easier for me, but it bends the rules a little. Where's the line between clever and dishonest?",
+    "expected_references": {
+      "teresan": [
+        "Holy poverty / simplicity",
+        "Detachment for the sake of love"
+      ],
+      "jewish": [
+        "Pirkei Avot 4:1",
+        "Ecclesiastes 5:9-10"
+      ]
+    },
+    "expected_references_flat": [
+      "Holy poverty / simplicity",
+      "Detachment for the sake of love",
+      "Pirkei Avot 4:1",
+      "Ecclesiastes 5:9-10"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T024",
+    "profile_id": "P02",
+    "age": 43,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q024",
+    "quandary_theme": "humility",
+    "motif": "humility",
+    "quandary": "I turned out to be right when others were wrong. I want to feel proud, but I don't want to be arrogant about it. How do I hold being right gracefully?",
+    "expected_references": {
+      "jewish": [
+        "Numbers 12:3",
+        "Micah 6:8"
+      ]
+    },
+    "expected_references_flat": [
+      "Numbers 12:3",
+      "Micah 6:8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T025",
+    "profile_id": "P09",
+    "age": 68,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Gandhian thought"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q025",
+    "quandary_theme": "obedience",
+    "motif": "duty",
+    "quandary": "Someone in charge told me to do something that feels wrong to me. Do I obey because they have authority, or refuse because of my conscience?",
+    "expected_references": {
+      "gandhian": [
+        "Anasakti Yoga (Gita According to Gandhi)",
+        "Swadharma and selfless action"
+      ]
+    },
+    "expected_references_flat": [
+      "Anasakti Yoga (Gita According to Gandhi)",
+      "Swadharma and selfless action"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T026",
+    "profile_id": "P21",
+    "age": 23,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "taoist",
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Gandhian thought"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q026",
+    "quandary_theme": "contentment",
+    "motif": "desire",
+    "quandary": "Almost everyone around me seems to have more than I do. How do I make peace with my own portion without bitterness?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 44",
+        "Tao Te Ching 46"
+      ],
+      "gandhian": [
+        "Aparigraha (non-possession)",
+        "Voluntary simplicity (Experiments with Truth)"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 44",
+      "Tao Te Ching 46",
+      "Aparigraha (non-possession)",
+      "Voluntary simplicity (Experiments with Truth)"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T027",
+    "profile_id": "P20",
+    "age": 100,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q027",
+    "quandary_theme": "forgiveness",
+    "motif": "forgiveness",
+    "quandary": "Someone I trusted betrayed me badly. Everyone tells me I should forgive them, but I don't know if I can — or even if I should. What does forgiveness actually require of me?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 16.1-3",
+        "Bhagavad Gita 12.13-14"
+      ],
+      "teresan": [
+        "Works of mercy (Missionaries of Charity)",
+        "Nobel Lecture (1979)"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 16.1-3",
+      "Bhagavad Gita 12.13-14",
+      "Works of mercy (Missionaries of Charity)",
+      "Nobel Lecture (1979)"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T028",
+    "profile_id": "P30",
+    "age": 91,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "teresan",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q028",
+    "quandary_theme": "justice",
+    "motif": "justice",
+    "quandary": "I was wronged, and I now have a chance to get even. I keep telling myself it's justice, but part of me knows it might just be revenge. How do I tell the difference?",
+    "expected_references": {
+      "teresan": [
+        "Service to the poorest of the poor",
+        "Nobel Lecture (1979)"
+      ],
+      "jewish": [
+        "Deuteronomy 16:20",
+        "Mishnah Sanhedrin 4:5"
+      ]
+    },
+    "expected_references_flat": [
+      "Service to the poorest of the poor",
+      "Nobel Lecture (1979)",
+      "Deuteronomy 16:20",
+      "Mishnah Sanhedrin 4:5"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T029",
+    "profile_id": "P02",
+    "age": 43,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q029",
+    "quandary_theme": "duty",
+    "motif": "duty",
+    "quandary": "My family expects me to carry on a tradition I'm no longer sure I believe in. Do I owe them obedience, or do I owe myself honesty?",
+    "expected_references": {
+      "jewish": [
+        "Pirkei Avot 2:16",
+        "Micah 6:8"
+      ]
+    },
+    "expected_references_flat": [
+      "Pirkei Avot 2:16",
+      "Micah 6:8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T030",
+    "profile_id": "P09",
+    "age": 68,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Gandhian thought"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q030",
+    "quandary_theme": "identity",
+    "motif": "identity",
+    "quandary": "I've been living a kind of double life to keep peace with my family. The longer it goes, the heavier it gets. How long can I keep dividing myself like this?",
+    "expected_references": {
+      "gandhian": [
+        "Conscience over authority (Hind Swaraj)",
+        "Inner voice / antaryamin"
+      ]
+    },
+    "expected_references_flat": [
+      "Conscience over authority (Hind Swaraj)",
+      "Inner voice / antaryamin"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T031",
+    "profile_id": "P21",
+    "age": 23,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "taoist",
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Gandhian thought"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q031",
+    "quandary_theme": "conscience",
+    "motif": "duty",
+    "quandary": "I witnessed something wrong, and there's quiet pressure on me to stay silent about it. Do I speak up knowing it will turn people against me?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 37",
+        "Tao Te Ching 2"
+      ],
+      "gandhian": [
+        "Anasakti Yoga (Gita According to Gandhi)",
+        "Swadharma and selfless action"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 37",
+      "Tao Te Ching 2",
+      "Anasakti Yoga (Gita According to Gandhi)",
+      "Swadharma and selfless action"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T032",
+    "profile_id": "P22",
+    "age": 58,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "christian",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q032",
+    "quandary_theme": "loyalty",
+    "motif": "relationships",
+    "quandary": "A friend is asking me to lie for them, and this time it could have real consequences for someone else. How far does loyalty go before it becomes complicity?",
+    "expected_references": {
+      "christian": [
+        "1 Corinthians 13:4-7",
+        "Ephesians 6:1-4"
+      ],
+      "buddhist": [
+        "Sigalovada Sutta (DN 31)",
+        "Dhammapada 197-199"
+      ]
+    },
+    "expected_references_flat": [
+      "1 Corinthians 13:4-7",
+      "Ephesians 6:1-4",
+      "Sigalovada Sutta (DN 31)",
+      "Dhammapada 197-199"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T033",
+    "profile_id": "P08",
+    "age": 59,
+    "gender": "transgender",
+    "relationship": "novice",
+    "traditions": [
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q033",
+    "quandary_theme": "autonomy",
+    "motif": "identity",
+    "quandary": "I'm drawn to a path my faith community clearly disapproves of. Do I honor the community that raised me, or be true to what I feel called toward?",
+    "expected_references": {
+      "aboriginal": [
+        "Belonging to Country and kin",
+        "The Dreaming (Tjukurpa)"
+      ]
+    },
+    "expected_references_flat": [
+      "Belonging to Country and kin",
+      "The Dreaming (Tjukurpa)"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T034",
+    "profile_id": "P05",
+    "age": 108,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "christian"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q034",
+    "quandary_theme": "reconciliation",
+    "motif": "forgiveness",
+    "quandary": "I'm estranged from a family member and neither of us will reach out. Is making the first move weakness, or the braver thing?",
+    "expected_references": {
+      "christian": [
+        "Matthew 18:21-22",
+        "Colossians 3:13"
+      ]
+    },
+    "expected_references_flat": [
+      "Matthew 18:21-22",
+      "Colossians 3:13"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T035",
+    "profile_id": "P12",
+    "age": 83,
+    "gender": "nonbinary",
+    "relationship": "novice",
+    "traditions": [
+      "islamic",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q035",
+    "quandary_theme": "doubt",
+    "motif": "identity",
+    "quandary": "I'm questioning the faith I was raised in, and it scares me. Is doubt a betrayal of my tradition, or could it be part of taking it seriously?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 2:256",
+        "Qur'an 13:28"
+      ],
+      "taoist": [
+        "Tao Te Ching 71",
+        "Tao Te Ching 33"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 2:256",
+      "Qur'an 13:28",
+      "Tao Te Ching 71",
+      "Tao Te Ching 33"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T036",
+    "profile_id": "P07",
+    "age": 102,
+    "gender": "nonbinary",
+    "relationship": "disciple",
+    "traditions": [
+      "norse"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q036",
+    "quandary_theme": "responsibility",
+    "motif": "duty",
+    "quandary": "I caused harm that I could probably hide. Owning it would cost me a lot. Is confession worth the price when no one would otherwise know?",
+    "expected_references": {
+      "norse": [
+        "Havamal 76-77",
+        "Gylfaginning (Prose Edda) 51"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 76-77",
+      "Gylfaginning (Prose Edda) 51"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T037",
+    "profile_id": "P28",
+    "age": 22,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "gandhian",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Gandhian thought",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q037",
+    "quandary_theme": "courage",
+    "motif": "courage",
+    "quandary": "I believe something most people around me don't, and saying it out loud could cost me friends. Is silence keeping the peace, or just cowardice?",
+    "expected_references": {
+      "gandhian": [
+        "Non-violence of the strong (Young India)",
+        "Satyagraha as soul-force"
+      ],
+      "jewish": [
+        "Joshua 1:9",
+        "Psalm 27:1"
+      ]
+    },
+    "expected_references_flat": [
+      "Non-violence of the strong (Young India)",
+      "Satyagraha as soul-force",
+      "Joshua 1:9",
+      "Psalm 27:1"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T038",
+    "profile_id": "P29",
+    "age": 82,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "buddhist",
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q038",
+    "quandary_theme": "honesty",
+    "motif": "honesty",
+    "quandary": "I'm caught between protecting someone I care about and telling the truth in a matter that's serious. Which loyalty comes first?",
+    "expected_references": {
+      "buddhist": [
+        "Dhammapada 224",
+        "Dhammapada 408"
+      ],
+      "aboriginal": [
+        "Truth-telling within kinship",
+        "The Dreaming (Tjukurpa)"
+      ]
+    },
+    "expected_references_flat": [
+      "Dhammapada 224",
+      "Dhammapada 408",
+      "Truth-telling within kinship",
+      "The Dreaming (Tjukurpa)"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T039",
+    "profile_id": "P14",
+    "age": 50,
+    "gender": "male",
+    "relationship": "disciple",
+    "traditions": [
+      "jewish",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q039",
+    "quandary_theme": "temptation",
+    "motif": "desire",
+    "quandary": "I'm drawn to something exciting that I could only have by deceiving someone who trusts me. How do I weigh my own desire against their trust?",
+    "expected_references": {
+      "jewish": [
+        "Pirkei Avot 4:1",
+        "Ecclesiastes 5:9-10"
+      ],
+      "buddhist": [
+        "Dhammapada 204",
+        "Dhammapada 251"
+      ]
+    },
+    "expected_references_flat": [
+      "Pirkei Avot 4:1",
+      "Ecclesiastes 5:9-10",
+      "Dhammapada 204",
+      "Dhammapada 251"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T040",
+    "profile_id": "P17",
+    "age": 42,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "aboriginal",
+      "islamic"
+    ],
+    "tradition_names": [
+      "Aboriginal teachings",
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q040",
+    "quandary_theme": "judgment",
+    "motif": "relationships",
+    "quandary": "I keep judging someone harshly for choices I don't really understand. How do I tell the difference between moral clarity and plain prejudice?",
+    "expected_references": {
+      "aboriginal": [
+        "Kinship and skin systems",
+        "Obligations to Elders and kin"
+      ],
+      "islamic": [
+        "Qur'an 17:23-24",
+        "Qur'an 31:14"
+      ]
+    },
+    "expected_references_flat": [
+      "Kinship and skin systems",
+      "Obligations to Elders and kin",
+      "Qur'an 17:23-24",
+      "Qur'an 31:14"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T041",
+    "profile_id": "P11",
+    "age": 24,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "norse",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q041",
+    "quandary_theme": "vocation",
+    "motif": "duty",
+    "quandary": "I've been offered a prestigious, well-paid job that quietly conflicts with my deepest values. Do I take it and tell myself I'll do good from the inside, or walk away?",
+    "expected_references": {
+      "norse": [
+        "Havamal 76-77",
+        "Gylfaginning (Prose Edda) 51"
+      ],
+      "teresan": [
+        "Vocation of charity (Missionaries of Charity)",
+        "Wholehearted service"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 76-77",
+      "Gylfaginning (Prose Edda) 51",
+      "Vocation of charity (Missionaries of Charity)",
+      "Wholehearted service"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T042",
+    "profile_id": "P21",
+    "age": 23,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "taoist",
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Gandhian thought"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q042",
+    "quandary_theme": "honesty",
+    "motif": "honesty",
+    "quandary": "Someone I love is dying and keeps asking me a question I could answer honestly or answer gently. Is a comforting half-truth ever the more loving choice?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 81",
+        "Tao Te Ching 8"
+      ],
+      "gandhian": [
+        "Satya (The Story of My Experiments with Truth)",
+        "Truth as God"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 81",
+      "Tao Te Ching 8",
+      "Satya (The Story of My Experiments with Truth)",
+      "Truth as God"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T043",
+    "profile_id": "P28",
+    "age": 22,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "gandhian",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Gandhian thought",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q043",
+    "quandary_theme": "responsibility",
+    "motif": "duty",
+    "quandary": "My work supports my family but I've come to believe it causes real harm in the world. How do I weigh providing for the people I love against the cost to others?",
+    "expected_references": {
+      "gandhian": [
+        "Anasakti Yoga (Gita According to Gandhi)",
+        "Swadharma and selfless action"
+      ],
+      "jewish": [
+        "Pirkei Avot 2:16",
+        "Micah 6:8"
+      ]
+    },
+    "expected_references_flat": [
+      "Anasakti Yoga (Gita According to Gandhi)",
+      "Swadharma and selfless action",
+      "Pirkei Avot 2:16",
+      "Micah 6:8"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T044",
+    "profile_id": "P25",
+    "age": 80,
+    "gender": "nonbinary",
+    "relationship": "seeker",
+    "traditions": [
+      "norse",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q044",
+    "quandary_theme": "mercy",
+    "motif": "forgiveness",
+    "quandary": "A person who hurt my family years ago is now suffering and alone, and only I am in a position to help them. Does mercy ask me to, even when justice says they don't deserve it?",
+    "expected_references": {
+      "norse": [
+        "Havamal 43-46",
+        "Havamal 121-124"
+      ],
+      "buddhist": [
+        "Dhammapada 3-5",
+        "Dhammapada 223"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 43-46",
+      "Havamal 121-124",
+      "Dhammapada 3-5",
+      "Dhammapada 223"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T045",
+    "profile_id": "P06",
+    "age": 87,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "taoist"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q045",
+    "quandary_theme": "work",
+    "motif": "duty",
+    "quandary": "I work for an organization whose values I've come to reject. Do I stay and try to change it from within, or is staying its own kind of compromise?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 37",
+        "Tao Te Ching 2"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 37",
+      "Tao Te Ching 2"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T046",
+    "profile_id": "P16",
+    "age": 50,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "taoist",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q046",
+    "quandary_theme": "conscience",
+    "motif": "duty",
+    "quandary": "I've discovered serious wrongdoing where I work. Reporting it could end careers, maybe my own. Is speaking up an act of integrity or just self-destruction?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 37",
+        "Tao Te Ching 2"
+      ],
+      "jewish": [
+        "Pirkei Avot 2:16",
+        "Micah 6:8"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 37",
+      "Tao Te Ching 2",
+      "Pirkei Avot 2:16",
+      "Micah 6:8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T047",
+    "profile_id": "P01",
+    "age": 92,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "hindu"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q047",
+    "quandary_theme": "wealth",
+    "motif": "desire",
+    "quandary": "I have more than I need while others go without. How much of what I've earned am I actually obligated to give away?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.62-63",
+        "Bhagavad Gita 2.55-57"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.62-63",
+      "Bhagavad Gita 2.55-57"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T048",
+    "profile_id": "P26",
+    "age": 84,
+    "gender": "female",
+    "relationship": "disciple",
+    "traditions": [
+      "christian",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q048",
+    "quandary_theme": "charity",
+    "motif": "compassion",
+    "quandary": "Day after day I pass someone asking for help, and I never know whether stopping helps or just eases my own conscience. What does real charity ask of me here?",
+    "expected_references": {
+      "christian": [
+        "Luke 10:25-37",
+        "Matthew 25:35-40"
+      ],
+      "taoist": [
+        "Tao Te Ching 67",
+        "Tao Te Ching 8"
+      ]
+    },
+    "expected_references_flat": [
+      "Luke 10:25-37",
+      "Matthew 25:35-40",
+      "Tao Te Ching 67",
+      "Tao Te Ching 8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T049",
+    "profile_id": "P11",
+    "age": 24,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "norse",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q049",
+    "quandary_theme": "compassion",
+    "motif": "compassion",
+    "quandary": "Someone I love is caught in addiction. I can't tell anymore where support ends and enabling begins. How do I love them without losing myself?",
+    "expected_references": {
+      "norse": [
+        "Havamal 3-4",
+        "Havamal 135"
+      ],
+      "teresan": [
+        "Love in action (Nobel Lecture, 1979)",
+        "Care for the dying and destitute"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 3-4",
+      "Havamal 135",
+      "Love in action (Nobel Lecture, 1979)",
+      "Care for the dying and destitute"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T050",
+    "profile_id": "P20",
+    "age": 100,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q050",
+    "quandary_theme": "autonomy",
+    "motif": "identity",
+    "quandary": "Someone I love wants to refuse further treatment and let their suffering end. Everything in me wants them to fight. Do I honor their wishes or my own grief?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.20",
+        "Bhagavad Gita 18.63"
+      ],
+      "teresan": [
+        "Serving Christ in the distressing disguise of the poor",
+        "Vocation of charity"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.20",
+      "Bhagavad Gita 18.63",
+      "Serving Christ in the distressing disguise of the poor",
+      "Vocation of charity"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T051",
+    "profile_id": "P30",
+    "age": 91,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "teresan",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q051",
+    "quandary_theme": "forgiveness",
+    "motif": "forgiveness",
+    "quandary": "I'm wrestling with whether to forgive a parent who hurt me. They may never change. Could forgiving them be less about them and more about my own freedom?",
+    "expected_references": {
+      "teresan": [
+        "Works of mercy (Missionaries of Charity)",
+        "Nobel Lecture (1979)"
+      ],
+      "jewish": [
+        "Talmud, Yoma 87a",
+        "Leviticus 19:18"
+      ]
+    },
+    "expected_references_flat": [
+      "Works of mercy (Missionaries of Charity)",
+      "Nobel Lecture (1979)",
+      "Talmud, Yoma 87a",
+      "Leviticus 19:18"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T052",
+    "profile_id": "P02",
+    "age": 43,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q052",
+    "quandary_theme": "parenting",
+    "motif": "relationships",
+    "quandary": "There are painful truths about the world, and about our family, that a child in my care will eventually face. How honest should I be, and when?",
+    "expected_references": {
+      "jewish": [
+        "Ruth 1:16-17",
+        "Exodus 20:12"
+      ]
+    },
+    "expected_references_flat": [
+      "Ruth 1:16-17",
+      "Exodus 20:12"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T053",
+    "profile_id": "P09",
+    "age": 68,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Gandhian thought"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q053",
+    "quandary_theme": "trust",
+    "motif": "relationships",
+    "quandary": "I'm responsible for someone and I could watch over them closely or give them room to make their own mistakes. Where's the line between care and control?",
+    "expected_references": {
+      "gandhian": [
+        "Brahmacharya and family (autobiography)",
+        "Sarvodaya community"
+      ]
+    },
+    "expected_references_flat": [
+      "Brahmacharya and family (autobiography)",
+      "Sarvodaya community"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T054",
+    "profile_id": "P21",
+    "age": 23,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "taoist",
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Gandhian thought"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q054",
+    "quandary_theme": "marriage",
+    "motif": "relationships",
+    "quandary": "A bond that once meant everything has grown hollow. Do I stay out of duty and the promise I made, or leave in honesty about what's gone?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 54",
+        "Tao Te Ching 18-19"
+      ],
+      "gandhian": [
+        "Brahmacharya and family (autobiography)",
+        "Sarvodaya community"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 54",
+      "Tao Te Ching 18-19",
+      "Brahmacharya and family (autobiography)",
+      "Sarvodaya community"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T055",
+    "profile_id": "P22",
+    "age": 58,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "christian",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q055",
+    "quandary_theme": "conscience",
+    "motif": "duty",
+    "quandary": "I've been asked to carry out a policy I believe is unethical. Do I follow the role I agreed to, or refuse and accept the fallout?",
+    "expected_references": {
+      "christian": [
+        "Colossians 3:23",
+        "Luke 9:62"
+      ],
+      "buddhist": [
+        "Dhammapada 166",
+        "Dhammapada 276"
+      ]
+    },
+    "expected_references_flat": [
+      "Colossians 3:23",
+      "Luke 9:62",
+      "Dhammapada 166",
+      "Dhammapada 276"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T056",
+    "profile_id": "P08",
+    "age": 59,
+    "gender": "transgender",
+    "relationship": "novice",
+    "traditions": [
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q056",
+    "quandary_theme": "truth",
+    "motif": "honesty",
+    "quandary": "I've learned something damning about a person I deeply admired. Exposing it would shatter how others see them. Do they deserve that, and do the others deserve to know?",
+    "expected_references": {
+      "aboriginal": [
+        "Truth-telling within kinship",
+        "The Dreaming (Tjukurpa)"
+      ]
+    },
+    "expected_references_flat": [
+      "Truth-telling within kinship",
+      "The Dreaming (Tjukurpa)"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T057",
+    "profile_id": "P05",
+    "age": 108,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "christian"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q057",
+    "quandary_theme": "service",
+    "motif": "compassion",
+    "quandary": "I feel pulled to give myself to others, yet my own life feels unfinished and unsteady. Do I have to have my house in order before I can serve?",
+    "expected_references": {
+      "christian": [
+        "Luke 10:25-37",
+        "Matthew 25:35-40"
+      ]
+    },
+    "expected_references_flat": [
+      "Luke 10:25-37",
+      "Matthew 25:35-40"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T058",
+    "profile_id": "P12",
+    "age": 83,
+    "gender": "nonbinary",
+    "relationship": "novice",
+    "traditions": [
+      "islamic",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q058",
+    "quandary_theme": "stewardship",
+    "motif": "compassion",
+    "quandary": "My everyday habits quietly harm the earth, and changing them would cost me real comfort and money. How much am I obligated to sacrifice for something so diffuse?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 2:177",
+        "Qur'an 76:8-9"
+      ],
+      "taoist": [
+        "Tao Te Ching 67",
+        "Tao Te Ching 8"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 2:177",
+      "Qur'an 76:8-9",
+      "Tao Te Ching 67",
+      "Tao Te Ching 8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T059",
+    "profile_id": "P07",
+    "age": 102,
+    "gender": "nonbinary",
+    "relationship": "disciple",
+    "traditions": [
+      "norse"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q059",
+    "quandary_theme": "conviction",
+    "motif": "duty",
+    "quandary": "I keep wondering whether it's right for me to consume and use animals the way I do, given what I claim to believe about compassion. Am I living honestly?",
+    "expected_references": {
+      "norse": [
+        "Havamal 76-77",
+        "Gylfaginning (Prose Edda) 51"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 76-77",
+      "Gylfaginning (Prose Edda) 51"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T060",
+    "profile_id": "P28",
+    "age": 22,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "gandhian",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Gandhian thought",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q060",
+    "quandary_theme": "ambition",
+    "motif": "desire",
+    "quandary": "I'm chasing a kind of success that everyone admires, but I'm no longer sure my soul actually wants it. How do I tell the difference between calling and conditioning?",
+    "expected_references": {
+      "gandhian": [
+        "Aparigraha (non-possession)",
+        "Voluntary simplicity (Experiments with Truth)"
+      ],
+      "jewish": [
+        "Pirkei Avot 4:1",
+        "Ecclesiastes 5:9-10"
+      ]
+    },
+    "expected_references_flat": [
+      "Aparigraha (non-possession)",
+      "Voluntary simplicity (Experiments with Truth)",
+      "Pirkei Avot 4:1",
+      "Ecclesiastes 5:9-10"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T061",
+    "profile_id": "P29",
+    "age": 82,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "buddhist",
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q061",
+    "quandary_theme": "loyalty",
+    "motif": "relationships",
+    "quandary": "A close friend did something seriously wrong. Standing by them feels like loyalty; it also feels like condoning it. What does true friendship ask of me now?",
+    "expected_references": {
+      "buddhist": [
+        "Sigalovada Sutta (DN 31)",
+        "Dhammapada 197-199"
+      ],
+      "aboriginal": [
+        "Kinship and skin systems",
+        "Obligations to Elders and kin"
+      ]
+    },
+    "expected_references_flat": [
+      "Sigalovada Sutta (DN 31)",
+      "Dhammapada 197-199",
+      "Kinship and skin systems",
+      "Obligations to Elders and kin"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T062",
+    "profile_id": "P14",
+    "age": 50,
+    "gender": "male",
+    "relationship": "disciple",
+    "traditions": [
+      "jewish",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q062",
+    "quandary_theme": "integrity",
+    "motif": "honesty",
+    "quandary": "There's a chance to bend one rule to bring about a clearly good outcome. Do the ends justify it, or does breaking faith with the rule cost more than it's worth?",
+    "expected_references": {
+      "jewish": [
+        "Talmud, Shabbat 31a",
+        "Leviticus 19:11"
+      ],
+      "buddhist": [
+        "Dhammapada 224",
+        "Dhammapada 408"
+      ]
+    },
+    "expected_references_flat": [
+      "Talmud, Shabbat 31a",
+      "Leviticus 19:11",
+      "Dhammapada 224",
+      "Dhammapada 408"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T063",
+    "profile_id": "P17",
+    "age": 42,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "aboriginal",
+      "islamic"
+    ],
+    "tradition_names": [
+      "Aboriginal teachings",
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q063",
+    "quandary_theme": "justice",
+    "motif": "justice",
+    "quandary": "I could pursue justice against someone who wronged me, but doing so would also harm people who are innocent. How do I weigh being made right against the harm it spreads?",
+    "expected_references": {
+      "aboriginal": [
+        "Customary law (the Dreaming)",
+        "Reciprocity and obligation"
+      ],
+      "islamic": [
+        "Qur'an 4:135",
+        "Qur'an 16:90"
+      ]
+    },
+    "expected_references_flat": [
+      "Customary law (the Dreaming)",
+      "Reciprocity and obligation",
+      "Qur'an 4:135",
+      "Qur'an 16:90"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T064",
+    "profile_id": "P15",
+    "age": 30,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "christian",
+      "norse"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q064",
+    "quandary_theme": "honesty",
+    "motif": "honesty",
+    "quandary": "Keeping a particular secret protects me but quietly wrongs someone else. Is my silence self-preservation, or is it a betrayal I'm dressing up as discretion?",
+    "expected_references": {
+      "christian": [
+        "Ephesians 4:25",
+        "Proverbs 12:22"
+      ],
+      "norse": [
+        "Havamal 124-125",
+        "Havamal 46"
+      ]
+    },
+    "expected_references_flat": [
+      "Ephesians 4:25",
+      "Proverbs 12:22",
+      "Havamal 124-125",
+      "Havamal 46"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T065",
+    "profile_id": "P23",
+    "age": 87,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "islamic",
+      "norse"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q065",
+    "quandary_theme": "pride",
+    "motif": "humility",
+    "quandary": "I'd have to admit publicly that I was wrong, and it would cost me standing I've worked hard for. Is swallowing my pride humility, or just humiliation?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 31:18",
+        "Qur'an 25:63"
+      ],
+      "norse": [
+        "Havamal 6",
+        "Havamal 27"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 31:18",
+      "Qur'an 25:63",
+      "Havamal 6",
+      "Havamal 27"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T066",
+    "profile_id": "P19",
+    "age": 106,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "gandhian",
+      "norse"
+    ],
+    "tradition_names": [
+      "Gandhian thought",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q066",
+    "quandary_theme": "sacrifice",
+    "motif": "compassion",
+    "quandary": "I could give up something I love for someone who needs it more than I do. Nothing requires it of me. When does generosity become genuine sacrifice?",
+    "expected_references": {
+      "gandhian": [
+        "Sarvodaya (welfare of all)",
+        "Daridranarayana (service to the poor)"
+      ],
+      "norse": [
+        "Havamal 3-4",
+        "Havamal 135"
+      ]
+    },
+    "expected_references_flat": [
+      "Sarvodaya (welfare of all)",
+      "Daridranarayana (service to the poor)",
+      "Havamal 3-4",
+      "Havamal 135"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T067",
+    "profile_id": "P27",
+    "age": 48,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "hindu",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q067",
+    "quandary_theme": "boundaries",
+    "motif": "relationships",
+    "quandary": "A relative leans on me so heavily that it's draining me. Stepping back feels selfish, but staying is wearing me down. Is a boundary a failure of love?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 1.28-37",
+        "Bhagavad Gita 6.5-6"
+      ],
+      "taoist": [
+        "Tao Te Ching 54",
+        "Tao Te Ching 18-19"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 1.28-37",
+      "Bhagavad Gita 6.5-6",
+      "Tao Te Ching 54",
+      "Tao Te Ching 18-19"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T068",
+    "profile_id": "P18",
+    "age": 46,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "buddhist",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q068",
+    "quandary_theme": "fairness",
+    "motif": "justice",
+    "quandary": "I've benefited from advantages others around me never had. I didn't choose them, but I did keep them. What, in justice, do I owe?",
+    "expected_references": {
+      "buddhist": [
+        "Dhammapada 201",
+        "Dhammapada 103-105"
+      ],
+      "teresan": [
+        "Service to the poorest of the poor",
+        "Nobel Lecture (1979)"
+      ]
+    },
+    "expected_references_flat": [
+      "Dhammapada 201",
+      "Dhammapada 103-105",
+      "Service to the poorest of the poor",
+      "Nobel Lecture (1979)"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T069",
+    "profile_id": "P10",
+    "age": 45,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "teresan"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q069",
+    "quandary_theme": "revenge",
+    "motif": "justice",
+    "quandary": "Everyone tells me I'm owed payback for what was done to me. Letting it go feels like weakness. Is releasing the debt strength or surrender?",
+    "expected_references": {
+      "teresan": [
+        "Service to the poorest of the poor",
+        "Nobel Lecture (1979)"
+      ]
+    },
+    "expected_references_flat": [
+      "Service to the poorest of the poor",
+      "Nobel Lecture (1979)"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T070",
+    "profile_id": "P13",
+    "age": 35,
+    "gender": "transgender",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "norse"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q070",
+    "quandary_theme": "doubt",
+    "motif": "identity",
+    "quandary": "My prayers and practice have started to feel empty, like going through the motions. Do I keep showing up in hope it returns, or is that just self-deception?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.20",
+        "Bhagavad Gita 18.63"
+      ],
+      "norse": [
+        "Havamal 27-28",
+        "Havamal 57"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.20",
+      "Bhagavad Gita 18.63",
+      "Havamal 27-28",
+      "Havamal 57"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T071",
+    "profile_id": "P24",
+    "age": 94,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish",
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q071",
+    "quandary_theme": "trust",
+    "motif": "relationships",
+    "quandary": "Someone betrayed me once and now wants back in. Trusting again could be foolish — or it could be grace. How do I know which?",
+    "expected_references": {
+      "jewish": [
+        "Ruth 1:16-17",
+        "Exodus 20:12"
+      ],
+      "aboriginal": [
+        "Kinship and skin systems",
+        "Obligations to Elders and kin"
+      ]
+    },
+    "expected_references_flat": [
+      "Ruth 1:16-17",
+      "Exodus 20:12",
+      "Kinship and skin systems",
+      "Obligations to Elders and kin"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T072",
+    "profile_id": "P25",
+    "age": 80,
+    "gender": "nonbinary",
+    "relationship": "seeker",
+    "traditions": [
+      "norse",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q072",
+    "quandary_theme": "displacement",
+    "motif": "relationships",
+    "quandary": "I feel torn between the needs of my own community and the needs of a stranger from far away. Is it wrong to put my own people first?",
+    "expected_references": {
+      "norse": [
+        "Havamal 43-44",
+        "Havamal 119"
+      ],
+      "buddhist": [
+        "Sigalovada Sutta (DN 31)",
+        "Dhammapada 197-199"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 43-44",
+      "Havamal 119",
+      "Sigalovada Sutta (DN 31)",
+      "Dhammapada 197-199"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T073",
+    "profile_id": "P06",
+    "age": 87,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "taoist"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q073",
+    "quandary_theme": "windfall",
+    "motif": "desire",
+    "quandary": "Money has come to me, but it traces back to something I find questionable. Keeping it would help my family. Does where it came from stain what I'd do with it?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 44",
+        "Tao Te Ching 46"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 44",
+      "Tao Te Ching 46"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T074",
+    "profile_id": "P16",
+    "age": 50,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "taoist",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q074",
+    "quandary_theme": "gossip",
+    "motif": "honesty",
+    "quandary": "I know of someone's serious failing. Speaking up might warn others who could be hurt, but it would also expose and shame them. Where does the duty lie?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 81",
+        "Tao Te Ching 8"
+      ],
+      "jewish": [
+        "Talmud, Shabbat 31a",
+        "Leviticus 19:11"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 81",
+      "Tao Te Ching 8",
+      "Talmud, Shabbat 31a",
+      "Leviticus 19:11"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T075",
+    "profile_id": "P01",
+    "age": 92,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "hindu"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q075",
+    "quandary_theme": "humility",
+    "motif": "humility",
+    "quandary": "I've always been the one who gives and provides, and now I'm the one who needs help. Accepting it feels like failure. Why is receiving so much harder than giving?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 13.7-11",
+        "Bhagavad Gita 16.1-3"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 13.7-11",
+      "Bhagavad Gita 16.1-3"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T076",
+    "profile_id": "P26",
+    "age": 84,
+    "gender": "female",
+    "relationship": "disciple",
+    "traditions": [
+      "christian",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q076",
+    "quandary_theme": "temptation",
+    "motif": "desire",
+    "quandary": "There's a real chance to get ahead by quietly compromising a principle I hold. No one would know but me. Is a private compromise still a compromise?",
+    "expected_references": {
+      "christian": [
+        "Matthew 6:19-21",
+        "1 Timothy 6:6-10"
+      ],
+      "taoist": [
+        "Tao Te Ching 44",
+        "Tao Te Ching 46"
+      ]
+    },
+    "expected_references_flat": [
+      "Matthew 6:19-21",
+      "1 Timothy 6:6-10",
+      "Tao Te Ching 44",
+      "Tao Te Ching 46"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T077",
+    "profile_id": "P11",
+    "age": 24,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "norse",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q077",
+    "quandary_theme": "reconciliation",
+    "motif": "forgiveness",
+    "quandary": "I could make the first move toward someone who wronged me and never apologized. Why should I be the one to bend — and would doing so free me or diminish me?",
+    "expected_references": {
+      "norse": [
+        "Havamal 43-46",
+        "Havamal 121-124"
+      ],
+      "teresan": [
+        "Works of mercy (Missionaries of Charity)",
+        "Nobel Lecture (1979)"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 43-46",
+      "Havamal 121-124",
+      "Works of mercy (Missionaries of Charity)",
+      "Nobel Lecture (1979)"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T078",
+    "profile_id": "P10",
+    "age": 45,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "teresan"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q078",
+    "quandary_theme": "duty",
+    "motif": "duty",
+    "quandary": "I'm pulled between caring for an aging parent and a calling I feel I'm meant to pursue. Both feel like sacred duties and I cannot do both fully. How do I choose?",
+    "expected_references": {
+      "teresan": [
+        "Vocation of charity (Missionaries of Charity)",
+        "Wholehearted service"
+      ]
+    },
+    "expected_references_flat": [
+      "Vocation of charity (Missionaries of Charity)",
+      "Wholehearted service"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T079",
+    "profile_id": "P13",
+    "age": 35,
+    "gender": "transgender",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "norse"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q079",
+    "quandary_theme": "vocation",
+    "motif": "duty",
+    "quandary": "I could leave a stable, secure life for uncertain work that feels far more meaningful. Is choosing meaning over security brave or just reckless?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.47",
+        "Bhagavad Gita 3.19-21"
+      ],
+      "norse": [
+        "Havamal 76-77",
+        "Gylfaginning (Prose Edda) 51"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.47",
+      "Bhagavad Gita 3.19-21",
+      "Havamal 76-77",
+      "Gylfaginning (Prose Edda) 51"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T080",
+    "profile_id": "P24",
+    "age": 94,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish",
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q080",
+    "quandary_theme": "marriage",
+    "motif": "relationships",
+    "quandary": "I'm being asked to commit fully to someone despite real doubts I can't quite name. Do I trust the doubts or trust the love?",
+    "expected_references": {
+      "jewish": [
+        "Ruth 1:16-17",
+        "Exodus 20:12"
+      ],
+      "aboriginal": [
+        "Kinship and skin systems",
+        "Obligations to Elders and kin"
+      ]
+    },
+    "expected_references_flat": [
+      "Ruth 1:16-17",
+      "Exodus 20:12",
+      "Kinship and skin systems",
+      "Obligations to Elders and kin"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T081",
+    "profile_id": "P18",
+    "age": 46,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "buddhist",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q081",
+    "quandary_theme": "parenting",
+    "motif": "relationships",
+    "quandary": "I want to raise my child within my own tradition, but I also want them to choose freely. Is passing on my faith a gift or an imposition?",
+    "expected_references": {
+      "buddhist": [
+        "Sigalovada Sutta (DN 31)",
+        "Dhammapada 197-199"
+      ],
+      "teresan": [
+        "Love begins at home",
+        "Tenderness toward the unwanted"
+      ]
+    },
+    "expected_references_flat": [
+      "Sigalovada Sutta (DN 31)",
+      "Dhammapada 197-199",
+      "Love begins at home",
+      "Tenderness toward the unwanted"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T082",
+    "profile_id": "P15",
+    "age": 30,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "christian",
+      "norse"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q082",
+    "quandary_theme": "vocation",
+    "motif": "duty",
+    "quandary": "I've spent years building something I no longer believe in. Walking away would waste all of it and disrupt people who depend on me. Is it ever too late to change course honestly?",
+    "expected_references": {
+      "christian": [
+        "Colossians 3:23",
+        "Luke 9:62"
+      ],
+      "norse": [
+        "Havamal 76-77",
+        "Gylfaginning (Prose Edda) 51"
+      ]
+    },
+    "expected_references_flat": [
+      "Colossians 3:23",
+      "Luke 9:62",
+      "Havamal 76-77",
+      "Gylfaginning (Prose Edda) 51"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T083",
+    "profile_id": "P19",
+    "age": 106,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "gandhian",
+      "norse"
+    ],
+    "tradition_names": [
+      "Gandhian thought",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q083",
+    "quandary_theme": "reconciliation",
+    "motif": "forgiveness",
+    "quandary": "A sibling and I haven't spoken in years, and the silence has hardened into habit. Someone has to bend first. Why shouldn't it be me?",
+    "expected_references": {
+      "gandhian": [
+        "Ahimsa (Hind Swaraj)",
+        "Forgiveness as the attribute of the strong"
+      ],
+      "norse": [
+        "Havamal 43-46",
+        "Havamal 121-124"
+      ]
+    },
+    "expected_references_flat": [
+      "Ahimsa (Hind Swaraj)",
+      "Forgiveness as the attribute of the strong",
+      "Havamal 43-46",
+      "Havamal 121-124"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T084",
+    "profile_id": "P27",
+    "age": 48,
+    "gender": "female",
+    "relationship": "novice",
+    "traditions": [
+      "hindu",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q084",
+    "quandary_theme": "legacy",
+    "motif": "identity",
+    "quandary": "I've reached a point where I'm asking what I actually want to have stood for — and whether the way I'm living now reflects it at all. Where do I even begin?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.20",
+        "Bhagavad Gita 18.63"
+      ],
+      "taoist": [
+        "Tao Te Ching 71",
+        "Tao Te Ching 33"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.20",
+      "Bhagavad Gita 18.63",
+      "Tao Te Ching 71",
+      "Tao Te Ching 33"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T085",
+    "profile_id": "P14",
+    "age": 50,
+    "gender": "male",
+    "relationship": "disciple",
+    "traditions": [
+      "jewish",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q085",
+    "quandary_theme": "forgiveness",
+    "motif": "forgiveness",
+    "quandary": "I've carried resentment toward someone for most of my adult life, and they will never apologize. They may never even know. Can I let it go for my own sake without it being a kind of surrender?",
+    "expected_references": {
+      "jewish": [
+        "Talmud, Yoma 87a",
+        "Leviticus 19:18"
+      ],
+      "buddhist": [
+        "Dhammapada 3-5",
+        "Dhammapada 223"
+      ]
+    },
+    "expected_references_flat": [
+      "Talmud, Yoma 87a",
+      "Leviticus 19:18",
+      "Dhammapada 3-5",
+      "Dhammapada 223"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T086",
+    "profile_id": "P17",
+    "age": 42,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "aboriginal",
+      "islamic"
+    ],
+    "tradition_names": [
+      "Aboriginal teachings",
+      "Islam (Qur'an)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q086",
+    "quandary_theme": "betrayal",
+    "motif": "forgiveness",
+    "quandary": "A partner was unfaithful, and I'm torn between the work of rebuilding and the dignity of leaving. How do I tell whether staying is love or fear?",
+    "expected_references": {
+      "aboriginal": [
+        "Kinship law and restitution",
+        "Reciprocity and care for Country"
+      ],
+      "islamic": [
+        "Qur'an 24:22",
+        "Qur'an 42:40"
+      ]
+    },
+    "expected_references_flat": [
+      "Kinship law and restitution",
+      "Reciprocity and care for Country",
+      "Qur'an 24:22",
+      "Qur'an 42:40"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T087",
+    "profile_id": "P23",
+    "age": 87,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "islamic",
+      "norse"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q087",
+    "quandary_theme": "ambition",
+    "motif": "desire",
+    "quandary": "Success came, but it cost me the people I love. Now I have what I chased and not who I cherished. How do I reorder a life I built backwards?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 57:20",
+        "Qur'an 89:27-30"
+      ],
+      "norse": [
+        "Havamal 10-11",
+        "Havamal 75"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 57:20",
+      "Qur'an 89:27-30",
+      "Havamal 10-11",
+      "Havamal 75"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T088",
+    "profile_id": "P02",
+    "age": 43,
+    "gender": "transgender",
+    "relationship": "seeker",
+    "traditions": [
+      "jewish"
+    ],
+    "tradition_names": [
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q088",
+    "quandary_theme": "grief",
+    "motif": "grief",
+    "quandary": "Someone central to my life is gone, and the faith that used to comfort me now feels hollow. Is doubt a betrayal of my tradition, or part of it?",
+    "expected_references": {
+      "jewish": [
+        "Job 1:21",
+        "Psalm 23"
+      ]
+    },
+    "expected_references_flat": [
+      "Job 1:21",
+      "Psalm 23"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T089",
+    "profile_id": "P07",
+    "age": 102,
+    "gender": "nonbinary",
+    "relationship": "disciple",
+    "traditions": [
+      "norse"
+    ],
+    "tradition_names": [
+      "Norse (Prose Edda)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q089",
+    "quandary_theme": "mortality",
+    "motif": "grief",
+    "quandary": "I'm beginning to feel my own decline, and I keep counting the things I never did. How do I make peace with a life that's more behind me than ahead?",
+    "expected_references": {
+      "norse": [
+        "Havamal 70-71",
+        "Havamal 76-77"
+      ]
+    },
+    "expected_references_flat": [
+      "Havamal 70-71",
+      "Havamal 76-77"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T090",
+    "profile_id": "P29",
+    "age": 82,
+    "gender": "male",
+    "relationship": "practitioner",
+    "traditions": [
+      "buddhist",
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Buddhism (Dharma)",
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q090",
+    "quandary_theme": "estrangement",
+    "motif": "grief",
+    "quandary": "An adult child has cut me off, and I don't fully understand why. Do I keep reaching out and risk more rejection, or honor the distance they've asked for?",
+    "expected_references": {
+      "buddhist": [
+        "Dhammapada 277-279",
+        "Dhammapada 287"
+      ],
+      "aboriginal": [
+        "Sorry business and mourning law",
+        "Connection to ancestors and Country"
+      ]
+    },
+    "expected_references_flat": [
+      "Dhammapada 277-279",
+      "Dhammapada 287",
+      "Sorry business and mourning law",
+      "Connection to ancestors and Country"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T091",
+    "profile_id": "P05",
+    "age": 108,
+    "gender": "male",
+    "relationship": "novice",
+    "traditions": [
+      "christian"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q091",
+    "quandary_theme": "regret",
+    "motif": "forgiveness",
+    "quandary": "A choice I made decades ago still haunts me. I've changed since, but the harm was real. How do I forgive myself for something I can't undo?",
+    "expected_references": {
+      "christian": [
+        "Matthew 18:21-22",
+        "Colossians 3:13"
+      ]
+    },
+    "expected_references_flat": [
+      "Matthew 18:21-22",
+      "Colossians 3:13"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T092",
+    "profile_id": "P12",
+    "age": 83,
+    "gender": "nonbinary",
+    "relationship": "novice",
+    "traditions": [
+      "islamic",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Islam (Qur'an)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q092",
+    "quandary_theme": "caregiving",
+    "motif": "compassion",
+    "quandary": "Caring for a dying spouse is slowly breaking me, and I feel guilty even admitting it. Is it a betrayal of love to say I need help?",
+    "expected_references": {
+      "islamic": [
+        "Qur'an 2:177",
+        "Qur'an 76:8-9"
+      ],
+      "taoist": [
+        "Tao Te Ching 67",
+        "Tao Te Ching 8"
+      ]
+    },
+    "expected_references_flat": [
+      "Qur'an 2:177",
+      "Qur'an 76:8-9",
+      "Tao Te Ching 67",
+      "Tao Te Ching 8"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T093",
+    "profile_id": "P16",
+    "age": 50,
+    "gender": "female",
+    "relationship": "seeker",
+    "traditions": [
+      "taoist",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Taoism (Tao Te Ching)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q093",
+    "quandary_theme": "legacy",
+    "motif": "identity",
+    "quandary": "Looking back, I made a serious choice that hurt people, and I've changed since. Can a person who did real wrong still be considered good, and how do I make peace with my past?",
+    "expected_references": {
+      "taoist": [
+        "Tao Te Ching 71",
+        "Tao Te Ching 33"
+      ],
+      "jewish": [
+        "Genesis 32:24-30",
+        "Pirkei Avot 2:5"
+      ]
+    },
+    "expected_references_flat": [
+      "Tao Te Ching 71",
+      "Tao Te Ching 33",
+      "Genesis 32:24-30",
+      "Pirkei Avot 2:5"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T094",
+    "profile_id": "P08",
+    "age": 59,
+    "gender": "transgender",
+    "relationship": "novice",
+    "traditions": [
+      "aboriginal"
+    ],
+    "tradition_names": [
+      "Aboriginal teachings"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q094",
+    "quandary_theme": "fairness",
+    "motif": "justice",
+    "quandary": "I have to divide what I've built among people who will each feel it's unfair. There may be no truly even answer. How do I act justly when someone will be hurt either way?",
+    "expected_references": {
+      "aboriginal": [
+        "Customary law (the Dreaming)",
+        "Reciprocity and obligation"
+      ]
+    },
+    "expected_references_flat": [
+      "Customary law (the Dreaming)",
+      "Reciprocity and obligation"
+    ],
+    "thematic_reference_traditions": [
+      "aboriginal"
+    ]
+  },
+  {
+    "case_id": "T095",
+    "profile_id": "P09",
+    "age": 68,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "gandhian"
+    ],
+    "tradition_names": [
+      "Gandhian thought"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q095",
+    "quandary_theme": "meaning",
+    "motif": "identity",
+    "quandary": "The work that gave my days their shape is over, and my sense of purpose left with it. Who am I now, and how do I begin again?",
+    "expected_references": {
+      "gandhian": [
+        "Conscience over authority (Hind Swaraj)",
+        "Inner voice / antaryamin"
+      ]
+    },
+    "expected_references_flat": [
+      "Conscience over authority (Hind Swaraj)",
+      "Inner voice / antaryamin"
+    ],
+    "thematic_reference_traditions": [
+      "gandhian"
+    ]
+  },
+  {
+    "case_id": "T096",
+    "profile_id": "P22",
+    "age": 58,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "christian",
+      "buddhist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Buddhism (Dharma)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q096",
+    "quandary_theme": "repentance",
+    "motif": "forgiveness",
+    "quandary": "I want to make amends to someone I wronged long ago, but reopening it might serve me more than them. Do I have the right to seek peace at their expense?",
+    "expected_references": {
+      "christian": [
+        "Matthew 18:21-22",
+        "Colossians 3:13"
+      ],
+      "buddhist": [
+        "Dhammapada 3-5",
+        "Dhammapada 223"
+      ]
+    },
+    "expected_references_flat": [
+      "Matthew 18:21-22",
+      "Colossians 3:13",
+      "Dhammapada 3-5",
+      "Dhammapada 223"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T097",
+    "profile_id": "P20",
+    "age": 100,
+    "gender": "nonbinary",
+    "relationship": "practitioner",
+    "traditions": [
+      "hindu",
+      "teresan"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)",
+      "Missionaries of Charity (Mother Teresa)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q097",
+    "quandary_theme": "mortality",
+    "motif": "grief",
+    "quandary": "I want to face my own death without fear, but I don't know how. What does my tradition ask of me in meeting the end with grace?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.13",
+        "Bhagavad Gita 2.22-27"
+      ],
+      "teresan": [
+        "Accompanying the dying (Nirmal Hriday)",
+        "Consolation in suffering"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.13",
+      "Bhagavad Gita 2.22-27",
+      "Accompanying the dying (Nirmal Hriday)",
+      "Consolation in suffering"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T098",
+    "profile_id": "P30",
+    "age": 91,
+    "gender": "male",
+    "relationship": "seeker",
+    "traditions": [
+      "teresan",
+      "jewish"
+    ],
+    "tradition_names": [
+      "Missionaries of Charity (Mother Teresa)",
+      "Judaism (Talmud)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q098",
+    "quandary_theme": "wisdom",
+    "motif": "identity",
+    "quandary": "I've learned hard lessons I could pass on, but unasked-for advice often does more harm than good. When do I speak, and when do I hold my peace?",
+    "expected_references": {
+      "teresan": [
+        "Serving Christ in the distressing disguise of the poor",
+        "Vocation of charity"
+      ],
+      "jewish": [
+        "Genesis 32:24-30",
+        "Pirkei Avot 2:5"
+      ]
+    },
+    "expected_references_flat": [
+      "Serving Christ in the distressing disguise of the poor",
+      "Vocation of charity",
+      "Genesis 32:24-30",
+      "Pirkei Avot 2:5"
+    ],
+    "thematic_reference_traditions": [
+      "teresan"
+    ]
+  },
+  {
+    "case_id": "T099",
+    "profile_id": "P26",
+    "age": 84,
+    "gender": "female",
+    "relationship": "disciple",
+    "traditions": [
+      "christian",
+      "taoist"
+    ],
+    "tradition_names": [
+      "Christianity (Bible)",
+      "Taoism (Tao Te Ching)"
+    ],
+    "tradition_type": "dual_unlikely",
+    "quandary_id": "Q099",
+    "quandary_theme": "surrender",
+    "motif": "identity",
+    "quandary": "I keep trying to steer the choices of people I love, and it's straining us. How do I let go of control without feeling I've abandoned them?",
+    "expected_references": {
+      "christian": [
+        "Mark 9:24",
+        "John 20:24-29"
+      ],
+      "taoist": [
+        "Tao Te Ching 71",
+        "Tao Te Ching 33"
+      ]
+    },
+    "expected_references_flat": [
+      "Mark 9:24",
+      "John 20:24-29",
+      "Tao Te Ching 71",
+      "Tao Te Ching 33"
+    ],
+    "thematic_reference_traditions": []
+  },
+  {
+    "case_id": "T100",
+    "profile_id": "P01",
+    "age": 92,
+    "gender": "transgender",
+    "relationship": "disciple",
+    "traditions": [
+      "hindu"
+    ],
+    "tradition_names": [
+      "Hinduism (Vedas / Bhagavad Gita)"
+    ],
+    "tradition_type": "single",
+    "quandary_id": "Q100",
+    "quandary_theme": "acceptance",
+    "motif": "grief",
+    "quandary": "My life didn't unfold the way I once hoped. How do I make genuine peace with that, rather than just resigning myself to it?",
+    "expected_references": {
+      "hindu": [
+        "Bhagavad Gita 2.13",
+        "Bhagavad Gita 2.22-27"
+      ]
+    },
+    "expected_references_flat": [
+      "Bhagavad Gita 2.13",
+      "Bhagavad Gita 2.22-27"
+    ],
+    "thematic_reference_traditions": []
+  }
+]