{
 "verse_id": "16.11",
 "mūla": {
  "devanāgarī": "चिन्ताम् अपरिमेयां च प्रलयान्ताम् उपाश्रिताः | कामोपभोग-परमा एतावद् इति निश्चिताः",
  "iast": "cintām aparimeyāṃ ca pralayāntām upāśritāḥ | kāmopabhoga-paramā etāvad iti niścitāḥ",
  "chapter_position": "Chapter 16 (Daivāsura-Sampad-Vibhāga-Yoga (The Yoga of Distinction Between Divine and Demonic Endowments)), verse 11",
  "speaker": "Krishna",
  "addressed_to": "Arjuna"
 },
 "word_by_word": [
  {
   "surface_form": "cintām",
   "lemma": "cintā",
   "grammar": "accusative feminine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "अपरिमेयां च, न परिमातुं शक्यते यस्याः चिन्तायाः इयत्ता सा अपरिमेया, ताम् अपरिमेयाम्, प्रलयान्तां मरणान्ताम् उपाश्रिताः,",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "अपरिमेयां",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "चिन्ताम्"
  },
  {
   "surface_form": "aparimeyām",
   "lemma": "aparimeya",
   "grammar": "accusative feminine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अपरिमेयाम्"
  },
  {
   "surface_form": "ca",
   "lemma": "ca",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "च"
  },
  {
   "surface_form": "pralaya",
   "lemma": "pralaya",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "प्रलय"
  },
  {
   "surface_form": "antām",
   "lemma": "anta",
   "grammar": "accusative feminine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अन्ताम्"
  },
  {
   "surface_form": "upāśritāḥ",
   "lemma": "√upāśri",
   "grammar": "nominative masculine plural participle noun",
   "senses_attested_in_panel": [
    {
     "sense": ", सदा चिन्तापराः इत्यर्थः",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "। तथा कामोपभोगपरमाः कामोपभोग एव परमपुरुषार्थः, इति मन्वानाः। एतावद् इति निश्चिताः, इतः अधिकः पुरुषार्थो न विद्यते इति सं",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "उपाश्रिताः"
  },
  {
   "surface_form": "kāma",
   "lemma": "kāma",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "काम"
  },
  {
   "surface_form": "upabhoga",
   "lemma": "upabhoga",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "उपभोग"
  },
  {
   "surface_form": "paramāḥ",
   "lemma": "parama",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "परमाः"
  },
  {
   "surface_form": "etāvat",
   "lemma": "etāvat",
   "grammar": "accusative neuter singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "एतावत्"
  },
  {
   "surface_form": "iti",
   "lemma": "iti",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "इति"
  },
  {
   "surface_form": "niścitāḥ",
   "lemma": "ni-√ści",
   "grammar": "nominative masculine plural participle noun",
   "senses_attested_in_panel": [
    {
     "sense": ", इतः अधिकः पुरुषार्थो न विद्यते इति संजातनिश्चयाः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "निश्चिताः"
  }
 ],
 "intertextual_panel": [
  {
   "verse": "9.22",
   "type": "lemma-family resonance",
   "score": 0.8747,
   "feature_breakdown": {
    "cosine": 0.8347,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 9.332,
    "stem_prefix": 4.0
   }
  },
  {
   "verse": "17.6",
   "type": "shared-vocabulary echo",
   "score": 0.8712,
   "feature_breakdown": {
    "cosine": 0.8412,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 8.6231,
    "stem_prefix": 3.0
   }
  },
  {
   "verse": "13.22",
   "type": "lemma-family resonance",
   "score": 0.869,
   "feature_breakdown": {
    "cosine": 0.829,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 8.9682,
    "stem_prefix": 4.0
   }
  },
  {
   "verse": "16.18",
   "type": "thematic-similarity",
   "score": 0.8687,
   "feature_breakdown": {
    "cosine": 0.8387,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 4.2175,
    "stem_prefix": 3.0
   }
  },
  {
   "verse": "14.2",
   "type": "cross-chapter thematic parallel",
   "score": 0.8682,
   "feature_breakdown": {
    "cosine": 0.8182,
    "theme_graph": 1.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 12.973,
    "stem_prefix": 4.0
   }
  },
  {
   "verse": "18.3",
   "type": "thematic-similarity",
   "score": 0.8679,
   "feature_breakdown": {
    "cosine": 0.8279,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 2.4257,
    "stem_prefix": 4.0
   }
  },
  {
   "verse": "16.8",
   "type": "near-cluster echo",
   "score": 0.8679,
   "feature_breakdown": {
    "cosine": 0.8279,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 4.5051,
    "stem_prefix": 4.0
   }
  },
  {
   "verse": "3.24",
   "type": "thematic-similarity",
   "score": 0.8663,
   "feature_breakdown": {
    "cosine": 0.8363,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
    "lemma_overlap": 2.4257,
    "stem_prefix": 3.0
   }
  }
 ],
 "doctrinal_projections": {
  "advaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "shankara_16.11",
    "anandgiri_16.11"
   ],
   "score": 0.5,
   "english_rendering": "The demonic, anchored in the body as sole reality, embrace a worry (chinta) that cannot be measured — its scope is limitless because desire itself is limitless — and it persists until death (pralayanta). For them, sensory enjoyment (kamopabhoga) is the supreme end: not dharma, not moksha, but taste, sound, and touch exhausted to the last breath. Shankara underscores the epistemic collapse: they have 'settled the matter' (nishchita), which is precisely the error — certitude about the perishable seals off inquiry into the imperishable.",
   "divergence_note": "Shankara: 'kamyante iti kama vishayah shabdadayah tad-upabhoga-paramah ayam eva paramah purusharthah yah kamopabhogah iti evam nishchitatmanah'",
   "commentator": "Shankaracharya"
  },
  "viśiṣṭādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "ramanuja_16.11",
    "vedantadeshika_16.11"
   ],
   "score": 0.5,
   "english_rendering": "Ramanuja reads the phrase 'pralayanta' as reaching not merely personal death but cosmic dissolution (prakriti-pralaya): the demonic are so invested in enjoyment that their anxious planning spans the entire present cosmic cycle. They have concluded — with settled conviction (sanjata-nishchaya) — that sensory delight is the highest purusharta, and that 'nothing beyond this exists.' For Ramanuja the tragedy is theological: Bhagavan is the only real purusharta, and they have written Him out of the calculus entirely.",
   "divergence_note": "Ramanuja: 'prakrita-pralayavadhika-lasadhya-vishayam upashritah... itah adhikah purushartho na vidyate iti sanjata-nishchayah'",
   "commentator": "Ramanujacharya"
  },
  "dvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhva_16.11",
    "jayatirtha_16.11"
   ],
   "score": 0.5,
   "english_rendering": "Madhva's commentary is absent for this verse; this rendering proceeds from Dvaita siddhantas applied to the surrounding context. The jiva in demonic mode mistakes its own enjoyment for the final cause of existence, ignoring that it is svabhavato paratantra — dependently constituted by Hari. Boundless anxiety is the inevitable fruit: a being that treats itself as the ultimate enjoyer must carry infinite concern, since no finite satisfaction can discharge an infinite claim.",
   "divergence_note": "BHASHYA ABSENT — Madhva's commentary is not extant for 16.11; rendering derives from Dvaita structural principles",
   "commentator": "Madhvacharya"
  },
  "śuddhādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "vallabha_16.11"
   ],
   "score": 0.5,
   "english_rendering": "Vallabha's laconic gloss — 'kamopabhoga eva phalam iti nishchitah' — reads as diagnostic rather than merely descriptive. In Pushti-marga, all enjoyment (bhoga) properly belongs to Krishna's lila; the demonic error is not enjoying but appropriating — treating Krishna's prasada as self-generated fruit. The chinta that ends only in death is the exhaustion of one who has cut themselves off from the grace-flow (pushti) and must extract meaning from the world by their own effort alone.",
   "divergence_note": "Vallabha: 'kamopabhoga eva phalam iti nishchitah' — terse; full Pushti-marga frame applied",
   "commentator": "Vallabhacharya"
  },
  "bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "sridhara_16.11"
   ],
   "score": 0.5,
   "english_rendering": "Sridhara explicitly names the Brihaspati-sutra that underlies the demonic worldview: 'kama evaikah purusharthah' — desire alone is the human goal — and its companion formula 'chaitanya-vishishtah kamah purushah' — the person is simply desire equipped with consciousness. He reads this as the Charvaka-Lokayata position made explicit: the demonic are not merely hedonistic in practice but philosophically committed to materialism as doctrine. For Sridhara the phrase 'nityachintaparayanah' (perpetually absorbed in care) is the lived price of that doctrine.",
   "divergence_note": "Sridhara: 'Barhaspatyam sutram — kama evaikah purusharthah iti, chaitanyavishistah kamah purushah iti cha'",
   "commentator": "Sridhara Svami"
  },
  "advaita-bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhusudan_16.11"
   ],
   "score": 0.5,
   "english_rendering": "Madhusudana gives the richest psychological analysis: the chinta here is specifically 'atmiya-yoga-kshema-upaya-alochana' — endless strategizing about securing and protecting what is 'mine.' It is unmeasurable because the ego's proprietary sphere is in principle infinite. He also cites the same Charvaka sutra as Sridhara but gives it a sharper philosophical edge: because they deny any bhoktr (enjoyer) beyond the body, post-mortem happiness is inconceivable to them — hence they are 'nishchita' not through wisdom but through the foreclosure of the question itself.",
   "divergence_note": "Madhusudana: 'atmiya-yoga-kshema-upaya-alochanaatmikam aparimeyam... etavad drishtam eva sukham nanyad... sharira-viyoge bhogya-sukham asti etat-kaya-atirikta-bhoktuh-abhavat iti nishchitah'",
   "commentator": "Madhusudana Sarasvati"
  }
 },
 "prosodic_information": {
  "meter": "anuṣṭubh",
  "meter_shift_from_previous": false,
  "meter_shift_to_next": false,
  "pragmatic_context": {
   "vocative": "",
   "preceding_question": "",
   "following_response": ""
  }
 },
 "theme_list_memberships": [
  {
   "list": "प्रलय",
   "role": "supporting",
   "other_verses_in_list": [
    "7.6",
    "8.18",
    "9.16",
    "9.17",
    "9.18",
    "14.2",
    "14.14",
    "14.15"
   ]
  }
 ],
 "audit_trail": {
  "substrate_version": "v2.6-frozen",
  "fitted_weights": {
   "a": 1.0,
   "b": 0.01,
   "e_v": 0.005,
   "z": 0.2,
   "h": 0.0,
   "th": 0.01
  },
  "corpus_provenance": {
   "mūla": "Belvalkar critical edition (BORI 1947), via Ambuda multi-witness",
   "panel_witnesses": [
    "bg-mula",
    "bg-shankara",
    "bg-ramanuja",
    "bg-madhva",
    "bg-vedantadeshika",
    "bg-vallabha",
    "bg-jayatirtha",
    "bg-anandgiri",
    "bg-sridhara",
    "bg-madhusudan"
   ]
  },
  "extraction_date": "2026-04-21",
  "score_methodology_documented_at": "Paper 1, Section II.B",
  "word_by_word_parser": "ByT5-Sanskrit-multitask (Nehrdich/Hellwig/Keutzer EMNLP 2024)",
  "post_generation_repairs": [
   {
    "date": "2026-05-03",
    "fix": "verb-lemma-misidentification (broader heuristic: prefix-√root canonical for all verb-tagged tokens)",
    "scope": "word_by_word[].lemma",
    "loci": [
     "upāśritāḥ: upāśri -> √upāśri",
     "niścitāḥ: niści -> ni-√ści"
    ]
   },
   {
    "kind": "qmark_artifact_repair",
    "applied_at": "2026-05-08T01:56:14.944508Z",
    "applied_by": "summon-web/scripts/repair_qmark_artifacts.py",
    "n_senses_repaired": 4,
    "substitution": "? -> ,",
    "root_cause": "ITRANS '\\,' (literal-comma escape) in sd_bgshankarabhashya.itx corrupted to '?' during upstream HTML pipeline at gitasupersite; propagated through h_c_panel/commentaries/bg_*.jsonl into substrate.",
    "verification_source": "sonos-paper/samvad_db/sources/sd_bgshankarabhashya.itx"
   }
  ]
 },
 "so_what_questions": [
  "What is the difference between healthy planning and the 'boundless anxiety' (chinta aparimeya) the verse diagnoses — where does one shade into the other?",
  "The verse implies that a fixed philosophical conclusion ('etavad iti nishchitah') can itself be a form of bondage — how does settled certitude about the material world function differently from settled certitude about Brahman or Bhagavan?",
  "Sridhara traces the demonic view to a named philosophical school (Charvaka/Brihaspati) — does naming the doctrine make it easier or harder to see it operating in oneself?",
  "Ramanuja extends 'pralaya' to cosmic dissolution: what does it mean to plan and worry on a civilizational timescale, and is that ambition itself demonic or only demonic when decoupled from the divine?",
  "Madhusudana identifies the anxiety as specifically about 'yoga and kshema' — acquiring and protecting — which are the exact words Krishna uses in 9.22 as something He supplies to devotees. What is the relationship between self-managed kshema and surrendered kshema?",
  "If the demonic condition is characterized by infinite desire with finite capacity, what structural feature of a life-practice would actually bound the desire rather than merely suppress it?",
  "Vallabha's frame suggests the error is appropriation rather than enjoyment itself — can one enjoy the world fully while holding it as prasada rather than possession, and what would that look like concretely?"
 ],
 "everyday_applications": {
  "advaita": "Notice when your to-do list and worry-loop feel literally endless — Shankara's point is that this endlessness is diagnostic of mistaking the body-world for the only reality. The practice is not to stop planning but to observe the planner: who is it that is certain sensory completion will finally satisfy?",
  "viśiṣṭādvaita": "Ramanuja's reading suggests that when we schedule every hour of every day toward career, comfort, or pleasure with no room left for Bhagavan, we have implicitly adopted the demonic purusharta-calculus. The corrective is not less action but reorienting the telos of action: what would it mean to treat one meeting today as kainkarya (service) rather than personal extraction?",
  "dvaita": "In Dvaita terms, the professional who believes their anxiety, hustle, and strategy are the sole cause of their outcomes is living the demonic mistake — ignoring that jiva-shakti is always paratantra (dependent). The everyday discipline is to complete the work fully and then explicitly attribute the result to Hari, not as a piety but as a metaphysical accuracy.",
  "śuddhādvaita": "Vallabha's Pushti frame reframes burnout: exhaustion that ends only at death is the signature of someone extracting rather than receiving. The corrective is not to want less but to shift from extracting bhoga to receiving it as Krishna's prasada — the same food, the same work, but held differently.",
  "bhakti": "Sridhara names the Charvaka formula most people silently operate by: 'I am desire plus consciousness, and desire-satisfaction is the only real goal.' The devotional practice he implies is to consciously name that formula when it arises — 'kama evaikah purusharthah is running me right now' — because named, it loses some of its automatic grip.",
  "advaita-bhakti": "Madhusudana's 'yoga-kshema strategizing' maps precisely onto the modern experience of constant financial anxiety and status maintenance. His synthesis suggests the exit is not ascetic withdrawal but the 9.22 move: hand the yoga-kshema calculus to Krishna explicitly, which frees attention for jnana and bhakti rather than perpetual logistical management of the self."
 },
 "primary_meaning": "Bound to anxious scheming that lasts until death, they are settled in their conviction that sensory pleasure is the only aim worth having."
}