{
 "verse_id": "18.70",
 "mūla": {
  "devanāgarī": "अध्येष्यते च य इमं धर्म्यं संवादमावयोः | ज्ञानयज्ञेन तेनाहमिष्टः स्यामिति मे मतिः",
  "iast": "adhyeṣyate ca ya imaṃ dharmyaṃ saṃvādamāvayoḥ | jñānayajñena tenāhamiṣṭaḥ syāmiti me matiḥ",
  "chapter_position": "Chapter 18 (Mokṣa-Sannyāsa-Yoga (The Yoga of Liberation by Renunciation)), verse 70",
  "speaker": "Krishna",
  "addressed_to": "Arjuna"
 },
 "word_by_word": [
  {
   "surface_form": "adhyeṣyate",
   "lemma": "√adhī",
   "grammar": "future indicative 3rd person singular verb",
   "senses_attested_in_panel": [
    {
     "sense": "च पठिष्यति",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": ", तेन ज्ञानयज्ञेन अहम् इष्टः स्याम् इति मे मतिः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja",
      "vedantadeshika"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "अध्येष्यते"
  },
  {
   "surface_form": "ca",
   "lemma": "ca",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "च"
  },
  {
   "surface_form": "yaḥ",
   "lemma": "yad",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "यः"
  },
  {
   "surface_form": "imam",
   "lemma": "idam",
   "grammar": "accusative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "इमम्"
  },
  {
   "surface_form": "dharmyam",
   "lemma": "dharmya",
   "grammar": "accusative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "धर्म्यम्"
  },
  {
   "surface_form": "saṃvādam",
   "lemma": "saṃvāda",
   "grammar": "accusative masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "अध्येष्यते, तेन ज्ञानयज्ञेन अहम् इष्टः स्याम् इति मे मतिः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "संवादम्"
  },
  {
   "surface_form": "āvayoḥ",
   "lemma": "mad",
   "grammar": "genitive dual noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "आवयोः"
  },
  {
   "surface_form": "jñāna",
   "lemma": "jñāna",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "ज्ञान"
  },
  {
   "surface_form": "yajñena",
   "lemma": "yajña",
   "grammar": "instrumental masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "चतुर्थाध्यायोक्तेन द्रव्ययज्ञादिश्रेष्ठेनाहं सर्वेश्वरस्तेनाध्येत्रा इष्टः पूजितः स्यामिति मे मतिर्मम निश्चयः",
     "school": "advaita-bhakti",
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     "witnesses": [
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    }
   ],
   "theme_lists": [],
   "surface_devanagari": "यज्ञेन"
  },
  {
   "surface_form": "tena",
   "lemma": "tad",
   "grammar": "instrumental masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "तेन"
  },
  {
   "surface_form": "aham",
   "lemma": "mad",
   "grammar": "nominative singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अहम्"
  },
  {
   "surface_form": "iṣṭaḥ",
   "lemma": "√yaj",
   "grammar": "nominative masculine singular participle noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "इष्टः"
  },
  {
   "surface_form": "syām",
   "lemma": "√as",
   "grammar": "present optative 1st person singular verb",
   "senses_attested_in_panel": [
    {
     "sense": "इति मे मतिः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
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      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "स्याम्"
  },
  {
   "surface_form": "iti",
   "lemma": "iti",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "इति"
  },
  {
   "surface_form": "me",
   "lemma": "mad",
   "grammar": "genitive singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "मे"
  },
  {
   "surface_form": "matiḥ",
   "lemma": "mati",
   "grammar": "nominative feminine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "निश्चयः",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "। अस्मिन् यो ज्ञानयज्ञः अभिधीयते, तेन अहम् एतद् अध्ययनमात्रेण इष्टः स्याम् इत्यर्थः।",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    },
    {
     "sense": "। यद्यप्यसौ गीतार्थमबुध्यमान एव केवलं,जपति तथापि मम तच्छ्रण्वतो मामेवासौ प्रकाशयतीति बुद्धिर्भवति। यथा लोके यदृच्छयापि क",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "मतिः"
  }
 ],
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  {
   "verse": "18.55",
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   "feature_breakdown": {
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    "theme_graph": 0.0,
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   "verse": "18.32",
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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_18.70",
    "anandgiri_18.70"
   ],
   "score": 0.5,
   "english_rendering": "Whoever will study this dharmic dialogue — a text that has never deviated from dharma — worships me through jnana-yajna (knowledge-sacrifice), which Shankara identifies as the highest among all yajnas by virtue of its mental nature. The fruit of such study is equal to the fruit of any yajna directed at devas: the student has as good as honored the Lord. This is a fala-vidhi, a genuine injunction of fruit, not a mere arthavada (laudatory statement) — so the claim carries binding, not rhetorical, force.",
   "divergence_note": "jnana-yajna is mahattama (most excellent) among vidhi-japa-upanshu-manasa yajnas due to its mental nature; adhyayana is therefore stutya (praiseworthy) precisely because its phala equals deva-yajna-phala",
   "commentator": "Shankaracharya"
  },
  "viśiṣṭādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "ramanuja_18.70",
    "vedantadeshika_18.70"
   ],
   "score": 0.5,
   "english_rendering": "The one who will study this dharmic dialogue of ours performs jnana-yajna — and by that alone, Bhagavan declares himself worshipped (ista). Ramanuja reads this as a direct statement of Bhagavan's accessibility: the study of his own words as spoken to Arjuna is itself a form of kainkarya (service), not a substitute for it. The qualifier 'our dialogue' (avayoh samvadam) anchors the text's authority in the intimacy of Bhagavan's own utterance.",
   "divergence_note": "adhyayana-matreṇa iṣṭaḥ syam — by study alone I shall be worshipped; the jnana-yajna spoken of here is this very adhyayana",
   "commentator": "Ramanujacharya"
  },
  "dvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhva_18.70",
    "jayatirtha_18.70"
   ],
   "score": 0.5,
   "english_rendering": "Madhvacharya left no direct commentary on this verse. A rendering consistent with Dvaita siddhantas: the jiva who studies this dharmic conversation between Hari and his devotee performs jnana-yajna in its truest sense — acknowledgment of Hari's absolute supremacy and the jiva's irreducible distinctness. Study that does not culminate in praising Hari's svabhava (intrinsic nature) remains incomplete; study that does is itself worship. The text's authority rests on the speaker being Hari himself, whose words are self-evidently pramana.",
   "divergence_note": "Madhva commentary absent for this verse — rendering extrapolated from Dvaita siddhanta only",
   "commentator": "Madhvacharya"
  },
  "śuddhādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "vallabha_18.70"
   ],
   "score": 0.5,
   "english_rendering": "Even one who recites this samvada without grasping its meaning receives its fruit — just as a name spoken at random still summons its referent. Vallabha's gloss is unambiguous: it is pathana-matrat (from recitation alone), like nāma-smarana (name-remembrance), that the samvada bears fruit. The text belongs to Kṛṣṇa's lila; to speak it at all is to participate in that lila regardless of intellectual attainment.",
   "divergence_note": "artham ajanato'pi pumso namavat pathana-matrat phaladam ayam samvada — even of one not knowing the meaning, like a name, this dialogue yields fruit from recitation alone",
   "commentator": "Vallabhacharya"
  },
  "bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "sridhara_18.70"
   ],
   "score": 0.5,
   "english_rendering": "One who recites this dialogue in japa-form (japa-rupena) — even without comprehending its meaning — causes Kṛṣṇa to feel himself made manifest (mam evāsau prakaśayati). Śrīdhara draws the Ajamila parallel explicitly: just as someone who accidentally utters another's name draws that person near, so this recitation, however inadvertent, draws Kṛṣṇa into proximity. The samvada's fruit is therefore not contingent on adhikara (qualification) or comprehension — presence follows utterance.",
   "divergence_note": "gītārtham abudhyamāna eva japati tathāpi tac-chṛṇvato mama mām evāsau prakaśayatīti buddhir bhavati — Ajamila and Kshatriya-bandhu cited as precedent for nāma-ucchāraṇa-mātreṇa prasanna",
   "commentator": "Sridhara Svami"
  },
  "advaita-bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhusudan_18.70"
   ],
   "score": 0.5,
   "english_rendering": "Madhusudana distinguishes two grades: japa-matra (bare recitation) already yields the phala of jnana-yajna, namely moksha, through the intermediary path of sattva-shuddhi (purification of sattva) and jnana-utpatti (arising of knowledge). For one who recites with artha-anusandhana (reflection on meaning), moksha comes directly — 'what need is there to say more?' The verse is conclusively a fala-vidhi, not arthavada, and the scale runs from inadvertent recitation up to full meditative study, with moksha at both ends though by different routes.",
   "divergence_note": "japa-matrād api jnana-yajna-phalam moksham labhate; sattva-shuddhi-jnanautpatti-dvara — artha-anusandhana-purvakam pathatas tu sakshad eva moksho iti kim u vaktavyam; fala-vidhir evayam narthavadah",
   "commentator": "Madhusudana Sarasvati"
  },
  "visistadvaita": {
   "score": 0.5
  },
  "suddhadvata": {
   "score": 0.5
  }
 },
 "prosodic_information": {
  "meter": "anuṣṭubh",
  "meter_shift_from_previous": true,
  "meter_shift_to_next": false,
  "pragmatic_context": {
   "vocative": "",
   "preceding_question": "",
   "following_response": ""
  }
 },
 "theme_list_memberships": [
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   "list": "ज्ञान",
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   "other_verses_in_list": [
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    "3.40",
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    "4.10",
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    "4.39",
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    "4.42",
    "5.15",
    "5.16",
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    "12.14",
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    "14.2",
    "14.6",
    "14.8",
    "14.9",
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    "16.1",
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    "18.18",
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    "18.20",
    "18.21",
    "18.42",
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    "18.72"
   ]
  },
  {
   "list": "ज्ञानयज्ञ",
   "role": "supporting",
   "other_verses_in_list": [
    "4.28",
    "4.36"
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  }
 ],
 "audit_trail": {
  "substrate_version": "v2.6-frozen",
  "fitted_weights": {
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   "b": 0.01,
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   "z": 0.2,
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  "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": [
     "adhyeṣyate: adhī -> √adhī",
     "iṣṭaḥ: yaj -> √yaj",
     "syām: as -> √as"
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   },
   {
    "kind": "qmark_artifact_repair",
    "applied_at": "2026-05-08T01:56:15.050511Z",
    "applied_by": "summon-web/scripts/repair_qmark_artifacts.py",
    "n_senses_repaired": 3,
    "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"
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 },
 "so_what_questions": [
  "If mere recitation without comprehension constitutes worship, what does this imply about the relationship between intention and efficacy in Indic ritual theory — is understanding a prerequisite for transformation, or is the text itself the transformative agent?",
  "Shankara treats adhyayana as equivalent in fruit to deva-directed yajna. Does this flatten the distinction between jnana-marga and karma-marga, or does it reaffirm that jnana is karma's highest completion?",
  "The verse claims 'I shall have been worshipped' (istah syam) — a future-perfect construction. What does this grammatical form reveal about Kṛṣṇa's relationship to time and to acts of piety directed at his own words?",
  "Sridhara's Ajamila analogy dissolves the adhikari (qualified student) requirement entirely. What are the boundaries, if any, on who may access this text's fruit — and what does the absence of qualification criteria say about the Gita's intended audience?",
  "Madhusudana proposes two paths — japa-matra and artha-anusandhana — both reaching moksha by different routes. Is this a single spectrum or a genuine fork? Does the text authorize both equally, or is artha-anusandhana the implicit telos?",
  "All six schools converge on 'study as worship' yet diverge on what makes the worship efficacious. Is the point of convergence theologically significant — a shared minimum — or is it simply a lowest common denominator that each school then promptly supersedes?",
  "The verse specifies 'our dialogue' (avayoh samvadam). The possessive is dual — belonging to both Kṛṣṇa and Arjuna. What weight does Arjuna's co-ownership carry? Is the student worshipping only Kṛṣṇa, or also entering the student-teacher bond itself?"
 ],
 "everyday_applications": {
  "advaita": "Read the Gita not as devotional exercise but as the highest form of mental yajna: each verse studied with full attention is an act of Self-inquiry. The point is not information accumulation but the progressive dissolution of the knower-known split that the text itself enacts.",
  "visistadvaita": "Treat daily Gita study as kainkarya — service rendered to Bhagavan in his own words. Schedule it as you would any service to a beloved: at a fixed time, with preparation, and with the understanding that the Lord considers himself honored by your showing up.",
  "dvaita": "Approach each study session with the explicit recognition that the words you are reading belong to Hari, whose nature is supremely independent of yours. Let every difficult verse be an occasion to acknowledge the limits of your own jiva-intellect and the inexhaustibility of Hari's meaning.",
  "suddhadvata": "If you cannot read Sanskrit, cannot grasp philosophy, cannot sit still for long — recite a single verse aloud anyway. Vallabha's point is that the text operates like a name: even clumsy, partial, distracted utterance places you inside Kṛṣṇa's lila. Start there.",
  "bhakti": "When you read or chant the Gita and feel you are not 'getting it,' Sridhara's answer is: Kṛṣṇa is listening and considers himself invoked. The recitation is not for your comprehension — it is a signal sent to him. Trust the signal even when you cannot decode its content.",
  "advaita-bhakti": "Madhusudana's two-tier framework suggests a practical sequence: begin with daily japa of the Gita (even a chapter), then — when the schedule permits — slow down and reflect on meaning. The first purifies; the second liberates. Neither invalidates the other; both are already aimed at the same destination."
 },
 "primary_meaning": "Anyone who studies this dharmic dialogue between us worships me through the sacrifice of knowledge, Krishna says."
}