{
 "verse_id": "16.8",
 "mūla": {
  "devanāgarī": "असत्यम् अप्रतिष्ठं ते जगद् आहुर् अनीश्वरम् | अपरस्पर-संभूतं किम् अन्यत् काम-हैतुकम्",
  "iast": "asatyam apratiṣṭhaṃ te jagad āhur anīśvaram | aparaspara-saṃbhūtaṃ kim anyat kāma-haitukam",
  "chapter_position": "Chapter 16 (Daivāsura-Sampad-Vibhāga-Yoga (The Yoga of Distinction Between Divine and Demonic Endowments)), verse 8",
  "speaker": "Krishna",
  "addressed_to": "Arjuna"
 },
 "word_by_word": [
  {
   "surface_form": "asatyam",
   "lemma": "asatya",
   "grammar": "accusative neuter singular noun",
   "senses_attested_in_panel": [
    {
     "sense": ", अप्रतिष्ठं",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "असत्यम्"
  },
  {
   "surface_form": "apratiṣṭham",
   "lemma": "apratiṣṭha",
   "grammar": "accusative neuter singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अप्रतिष्ठम्"
  },
  {
   "surface_form": "te",
   "lemma": "tad",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "ते"
  },
  {
   "surface_form": "jagat",
   "lemma": "jagant",
   "grammar": "accusative neuter singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "जगत्"
  },
  {
   "surface_form": "āhuḥ",
   "lemma": "√ah",
   "grammar": "past indicative 3rd person plural verb",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "आहुः"
  },
  {
   "surface_form": "anīśvaram",
   "lemma": "anīśvara",
   "grammar": "accusative neuter singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "न च धर्माधर्मसव्यपेक्षकः अस्य शासिता ईश्वरः विद्यते इति अतः अनीश्वरं जगत् आहुः। किं च, अपरस्परसंभूतं कामप्रयुक्तयोः स्त",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "अनीश्वरम्"
  },
  {
   "surface_form": "a",
   "lemma": "a",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अ"
  },
  {
   "surface_form": "paraspara",
   "lemma": "paraspara",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "परस्पर"
  },
  {
   "surface_form": "saṃbhūtam",
   "lemma": "sam-√bhū",
   "grammar": "accusative neuter singular participle noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "संभूतम्"
  },
  {
   "surface_form": "kim",
   "lemma": "ka",
   "grammar": "nominative neuter singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "किम्"
  },
  {
   "surface_form": "anyat",
   "lemma": "anya",
   "grammar": "nominative neuter singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "योषित्पुरुषयोः परस्परसम्बन्धेन जातम् इदं मनुष्यपश्वादिकम् उपलभ्यते",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "अन्यत्"
  },
  {
   "surface_form": "kāma",
   "lemma": "kāma",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "काम"
  },
  {
   "surface_form": "haitukam",
   "lemma": "haituka",
   "grammar": "nominative neuter singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "हैतुकम्"
  }
 ],
 "intertextual_panel": [
  {
   "verse": "9.33",
   "type": "shared-vocabulary echo",
   "score": 0.8876,
   "feature_breakdown": {
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    "lemma_overlap": 7.866,
    "stem_prefix": 6.0
   }
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  {
   "verse": "11.37",
   "type": "shared-vocabulary echo",
   "score": 0.8875,
   "feature_breakdown": {
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    "theme_graph": 0.0,
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    "lemma_overlap": 7.3426,
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   }
  },
  {
   "verse": "7.11",
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   "feature_breakdown": {
    "cosine": 0.8469,
    "theme_graph": 0.0,
    "vocative": 0.0,
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   }
  },
  {
   "verse": "3.9",
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   "feature_breakdown": {
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   "verse": "2.18",
   "type": "thematic-similarity",
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   "feature_breakdown": {
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   "verse": "3.40",
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   "feature_breakdown": {
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   "verse": "15.12",
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   "feature_breakdown": {
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  {
   "verse": "9.3",
   "type": "semantic neighbor",
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   "feature_breakdown": {
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    "theme_graph": 0.0,
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    "lemma_overlap": 3.9205,
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 ],
 "doctrinal_projections": {
  "advaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "shankara_16.8",
    "anandgiri_16.8"
   ],
   "score": 0.5,
   "english_rendering": "The demoniac declare: 'This world is without truth (asatya), without moral foundation (apratishtha), without a governing Lord (anishvara) — born only from the mutual union of desire-driven man and woman.' Shankara identifies this as the Lokayata (materialist) view: no dharma-adharma ordering exists, no unseen (adrshta) cause beyond lust, no Ishvara as regulator. The implication is that such a position destroys the entire superstructure of Vedic injunction and the jnana-path that alone liberates — for if causation is mere kama, there is no adhikara for renunciation."
  },
  "viśiṣṭādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "ramanuja_16.8",
    "vedantadeshika_16.8"
   ],
   "score": 0.5,
   "english_rendering": "Ramanuja reads the verse as the demoniac explicitly denying three things: that the world is an effect of Brahman (brahma-karya) and thus brahmatmaka (pervaded by Brahman as antaryamin); that it is sustained in Brahman ('brahmanantena dhrta hi prthivi'); and that it is governed by the Lord of satya-sankalpa. Against the demoniac claim, Ramanuja cites Gita 10.8 — 'aham sarvasya prabhavo mattah sarvam pravartate' — affirming that Bhagavan is the sole origin and regulator. The demoniac reduce all origination to mutual sexual union (yoshit-purusha-samyoga), thereby severing kainkarya (devoted service) from its cosmic ground."
  },
  "dvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhva_16.8",
    "jayatirtha_16.8"
   ],
   "score": 0.5,
   "english_rendering": "Madhva is terse and polemical: the demoniac invert the Upanishadic truth that Vishnu is 'satyasya satyam' (the truth of truth — Brhadaranyaka Upanishad 2.1.20). They deny that He is the pratishttha (foundation) and the Ishvara who governs the world. Madhva cites the Brhadaranyaka's 'dve va brahmanah rupe' (2.3.1) to assert that the world has two modes — murta and amurta — both sustained by Brahman, not reducible to kama. The claim of aparaspara-sambhuta (mutual origination) contradicts the Vedic testimony that beings arise through anna (grain/ritual cycle — Gita 3.14), showing material-causal interdependence ordered by Hari, not random desire."
  },
  "śuddhādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "vallabha_16.8"
   ],
   "score": 0.5,
   "english_rendering": "Vallabha opens by affirming the Bhagavata declaration 'tvam eka evasya satah prasutih' and the Chandogya 'sad eva somyedam agra asit' — the world is satya because it proceeds from the supreme satya-vastu, Krishna himself. The demoniac, calling the world asatya, rely on maya or ajna-kalpita arguments; but if the world were genuinely unreal, the Vedic sadhanas taught within it would be useless — as futile as transacting with sky-flowers (khapushpa). Vallabha emphasizes that the Lord himself declares 'aham evat manat manam srje hanmy anupalaye' — He alone creates, destroys, and sustains; those who deny this are sahaja-asuras, inherently demonic, cut off from lila-prasada."
  },
  "bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "sridhara_16.8"
   ],
   "score": 0.5,
   "english_rendering": "Shridhara frames the verse as an answer to a question: why do the demoniac not follow Vedic dharma-adharma? Because they deny the pramana (authoritative source) altogether — 'nasti satyam vedapuranadi-pramanam yasmin.' They cite the Lokayata taunt that the Vedas were composed by knaves and tricksters ('trayah vedasya kartaro bhandadhurta-nishacara'). Without dharma-adharma as the ordering principle (pratishtha) and without Ishvara as karta and vyavasthapaka, the world's variety is treated as svabhavika (natural/spontaneous). Origin is then just the mutual union of female and male (stri-purusha-mithuna), with kama as the flowing cause — no adrshta, no Ishvara, nothing beyond the visible."
  },
  "advaita-bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhusudan_16.8"
   ],
   "score": 0.5,
   "english_rendering": "Madhusudana layers a precise epistemological critique: 'asatya' means the world lacks any pramana of unblemished purport (abadita-tatparya-vishaya) — the Vedas and the smritis dependent on them are rejected not because they are unperceived but because their pramanatva (epistemic authority) is refused, a distinction from simple ignorance. Without that pramana, dharma-adharma and Ishvara as their fruit-giver both disappear, leading the demoniac to yathecchachara (acting as they please). The final thrust echoes Shankara: even granting adrshta as a cause, it ultimately dissolves into svabhava (inherent nature), so the Lokayata view stands — kama alone is the cause, nothing unseen, no Ishvara. This Lokayata-drshti is named explicitly as the demoniac's doctrinal position."
  },
  "vishishtadvaita": {
   "score": 0.5
  },
  "shuddhadvaita": {
   "score": 0.5
  }
 },
 "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": "सत्यम्",
   "role": "supporting",
   "other_verses_in_list": [
    "10.4",
    "10.5",
    "16.2"
   ]
  }
 ],
 "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": [
     "āhuḥ: ah -> √ah",
     "saṃbhūtam: sambhū -> sam-√bhū"
    ]
   },
   {
    "kind": "qmark_artifact_repair",
    "applied_at": "2026-05-08T01:56:14.964287Z",
    "applied_by": "summon-web/scripts/repair_qmark_artifacts.py",
    "n_senses_repaired": 2,
    "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": [
  "If the demoniac view reduces all causation to kama (desire), what is left of the concept of personal responsibility — and how does each school's metaphysics ground accountability differently?",
  "Shankara, Ramanuja, and Madhusudana all name this the 'Lokayata' position — what is at stake when a philosophical tradition is labeled 'demonic' rather than merely 'wrong'?",
  "The verse claims the world is 'apratishtha' — without foundation. What foundation does your own life rest on, and have you examined whether that foundation is borrowed, assumed, or genuinely tested?",
  "Ramanuja insists the world is brahmatmaka (permeated by Brahman); Madhva insists Vishnu alone is satyasya satyam. Both oppose the same materialism but with different metaphysics — where do their practical consequences diverge?",
  "Vallabha's Pushti-marga says that if the world were truly unreal, sadhana would be useless as sky-flowers. When does a 'world is maya' attitude in practice slide into the demoniac 'world is meaningless' attitude?",
  "All six schools read this verse as a diagnosis of a pathology, not merely a philosophical error. What is the difference between holding a wrong view and being constitutionally demoniac — and does the Gita offer a way back?",
  "The verse says the world arose 'aparaspara-sambhuta' — from mutual contact alone, with no higher cause. In contemporary secular culture, which institutions most closely replicate this view, and what are their fruits?"
 ],
 "everyday_applications": {
  "advaita": "When you feel that your actions have no real consequence — that ethics is just social convention, that no unseen order exists — recognize this as the Lokayata reflex Shankara identifies here. The jnana-path requires taking dharma seriously precisely because the witness-Self (sakshi) is real; moral indifference is not non-attachment but its counterfeit.",
  "vishishtadvaita": "Ramanuja's antaryamin (inner controller) means no relationship, no institution, no ecological system is self-sufficient — each is sustained from within by Bhagavan. At work or at home, practice seeing the systems you depend on as brahma-karya, not self-generating mechanisms, and let that perception deepen gratitude rather than entitlement.",
  "dvaita": "Madhva's polemical precision has a practical edge: when someone argues that 'it all comes down to biology or self-interest anyway,' this is the demoniac denial of Vishnu as satyasya satyam. Practice naming the denial clearly rather than accommodating it to keep the peace — doctrinal clarity is itself a form of worship of Hari.",
  "shuddhadvaita": "Vallabha's warning is concrete: if you treat the world as ultimately unreal or meaningless, your sadhana — your practice, your relationships, your creative work — becomes sky-flowers. Engage the world as Krishna's lila, fully real, fully prasada; the demonic error is not too much engagement but wrong attribution of its source.",
  "bhakti": "Shridhara shows that the demoniac first attack pramana — the reliability of received wisdom. In daily life, when you find yourself dismissing a teaching, a tradition, or a wise elder without actually examining their argument, ask: am I refusing epistemic authority because I have genuinely tested it, or because it constrains my kama?",
  "advaita-bhakti": "Madhusudana's epistemological point applies directly to information environments: denying pramanatva (the authority of a source) while still living as if your own preferences are self-justifying is the modern Lokayata move. Practice distinguishing 'I have examined this and found it inadequate' from 'I find this inconvenient and therefore invalid.'"
 },
 "primary_meaning": "They say: the world has no truth, no foundation, no God, born only from the lust of man and woman, nothing more."
}