{
 "verse_id": "10.32",
 "mūla": {
  "devanāgarī": "सर्गाणाम् आदिर् अन्तश् च मध्यं चैवाहम् अर्जुन | अध्यात्म-विद्या विद्यानां वादः प्रवदताम् अहम्",
  "iast": "sargāṇām ādir antaś ca madhyaṃ caivāham arjuna | adhyātma-vidyā vidyānāṃ vādaḥ pravadatām aham",
  "chapter_position": "Chapter 10 (Vibhūti-Yoga (The Yoga of Divine Manifestations)), verse 32",
  "speaker": "Krishna",
  "addressed_to": "Arjuna"
 },
 "word_by_word": [
  {
   "surface_form": "sargāṇām",
   "lemma": "sarga",
   "grammar": "genitive masculine plural noun",
   "senses_attested_in_panel": [
    {
     "sense": "इत्यविशेषवचनेन सर्वदेशकालवर्तिसृज्यप्रतियोगिकसर्वनिमित्तकारणवर्गस्य स्वाधीनत्वमभिप्रेतम्",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "vedantadeshika"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "सर्गाणाम्"
  },
  {
   "surface_form": "ādiḥ",
   "lemma": "ādi",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "आदिः"
  },
  {
   "surface_form": "antaḥ",
   "lemma": "anta",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अन्तः"
  },
  {
   "surface_form": "ca",
   "lemma": "ca",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "च"
  },
  {
   "surface_form": "madhyam",
   "lemma": "madhya",
   "grammar": "nominative neuter singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "मध्यम्"
  },
  {
   "surface_form": "ca",
   "lemma": "ca",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "च"
  },
  {
   "surface_form": "eva",
   "lemma": "eva",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "एव"
  },
  {
   "surface_form": "aham",
   "lemma": "mad",
   "grammar": "nominative singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अहम्"
  },
  {
   "surface_form": "arjuna",
   "lemma": "arjuna",
   "grammar": "vocative masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "। भूतानां जीवाधिष्ठितानामेव आदिः अन्तश्च इत्याद्युक्तम् उपक्रमे, इह तु सर्वस्यैव सर्गमात्रस्य इति विशेषः। अध्यात्मविद्या",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": ", भूतानां जीवाविष्टानां चेतनत्वेन प्रसिद्धानामेवादिरन्तश्च मध्यं चेत्युक्तमुपक्रमे",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "अर्जुन"
  },
  {
   "surface_form": "adhyātma",
   "lemma": "adhyātma",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अध्यात्म"
  },
  {
   "surface_form": "vidyā",
   "lemma": "vidyā",
   "grammar": "nominative feminine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "विद्या"
  },
  {
   "surface_form": "vidyānām",
   "lemma": "vidyā",
   "grammar": "genitive feminine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "विद्यानाम्"
  },
  {
   "surface_form": "vādaḥ",
   "lemma": "vāda",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "अर्थनिर्णयहेतुत्वात् प्रवदतां प्रधानम्, अतः सः अहम् अस्मि",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "यः सः अहम्",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    },
    {
     "sense": "। तदुक्तंप्रमाणतर्कसाधनोपालम्भः सिद्धान्ताविरुद्धः पञ्चावयवोपपन्नः पक्षप्रतिपक्षपरिग्रहो वादः इति। वादफलस्य तत्त्वनिर्णय",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "वादः"
  },
  {
   "surface_form": "pravadatām",
   "lemma": "pra-√vad",
   "grammar": "genitive masculine plural present participle verb",
   "senses_attested_in_panel": [
    {
     "sense": "इति।।",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "इति नान्योन्यविवादमात्रं विवक्षितम्, तत्र वादाख्यविशेषस्यास्मरणात्अध्यात्मविद्या विद्यानाम् इति विद्याप्रसङ्गात्तदर्थकथ",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "vedantadeshika"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "प्रवदताम्"
  },
  {
   "surface_form": "aham",
   "lemma": "mad",
   "grammar": "nominative singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अहम्"
  }
 ],
 "intertextual_panel": [
  {
   "verse": "10.20",
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   "feature_breakdown": {
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  {
   "verse": "9.19",
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   "verse": "7.29",
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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_10.32",
    "anandgiri_10.32"
   ],
   "score": 0.5,
   "english_rendering": "Among all manifestations (sargāṇām), I alone am the beginning, middle, and end — meaning the arising, sustenance, and dissolution (utpatti-sthiti-laya) are none other than Brahman, not independent processes. Among vidyās (fields of knowledge), adhyātma-vidyā — the knowledge of the Self — holds supremacy because it alone leads to liberation (mokṣa), not worldly attainment. Among forms of discourse, vāda — truth-seeking dialogue employing pramāṇa and tarka — is the highest, because jalpa and vitaṇḍā serve only competitive victory, whereas vāda determines reality (artha-nirṇaya).",
   "divergence_note": "Śaṅkara: 'adhyātma-vidyā vidhyānāṃ mokṣārthatvāt pradhānam asmi; vādaḥ artha-nirṇaya-hetutvāt pravadatāṃ pradhānam' — supremacy grounded in function, not hierarchy of personalities."
  },
  "viśiṣṭādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "ramanuja_10.32",
    "vedantadeshika_10.32"
   ],
   "score": 0.5,
   "english_rendering": "Bhagavān declares himself the creator (sraṣṭā), sustainer (pālayitā), and withdrawer (saṃhartā) of all beings at all times — not as an abstract principle but as the personal, omnipresent Lord who is ever engaged in these acts. Among vidyās that lead to the highest good (paramaḥ niḥśreyasa), adhyātma-vidyā alone reaches the summit, because the Self known through it is Bhagavān's own body (śarīra). Among speakers, the one engaged in vāda — truth-determining discourse — represents Bhagavān, because vāda alone corrects jalpa and vitaṇḍā and resolves tattva.",
   "divergence_note": "Rāmānuja: 'sarvadā sṛjyamānānāṃ sarvadā saṃhriyamāṇānāṃ ca sraṣṭāraḥ saṃhartāraś ca aham eva' — perpetual personal agency, not episodic cosmic event."
  },
  "dvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhva_10.32",
    "jayatirtha_10.32"
   ],
   "score": 0.5,
   "english_rendering": "*Sargāṇām ādir antaś ca madhyaṃ caivāham* — Hari alone is the *ādi* (originating cause), *madhya* (sustaining ground), and *anta* (final resolution) of all *sarga* (creation), not by transformation into effect but as the sole *svatantra* (independently real, self-sufficient) cause, ever distinct from *paratantra* *jīva* (the eternally dependent individual self) and *jaḍa* (inert matter). The *pañca-bheda* (five-fold real distinction) holds at every phase of creation: origination does not collapse Lord into world, nor dissolution merge jīva into Hari. *Adhyātma-vidyā* (direct knowledge of Hari as *paramātman*, the supreme self) stands supreme among all *vidyā*s (branches of knowledge) because it alone discloses the *taratamya* (graded ontological hierarchy) in full — the absolute sovereignty of Hari, the dependent reality of jīvas graded among themselves, and the subordination of all matter. No other discipline reaches this disclosure. *Vādaḥ pravadatām aham* — among those who speak to establish *tattva* (truth, real distinctions), Hari is *vāda* (reasoned, truth-seeking debate), for the determination of *bheda* (real distinction) is itself an act of *bhakti* (devotion) directed toward the Lord who is truth's very source and sovereign.",
   "divergence_note": "Madhvācārya and Jayatīrtha are silent on this verse. The reading is voiced directly from Madhva's *siddhānta*: *svatantra* Hari as transcendent cause, *pañca-bheda* persisting through all cosmological phases, *adhyātma-vidyā* as the summit of knowledge precisely because it discloses *taratamya*, and *vāda* as truth-worship.",
   "provenance": "siddhānta_reconstruction"
  },
  "śuddhādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "vallabha_10.32"
   ],
   "score": 0.5,
   "english_rendering": "Among the three streams of Kṛṣṇa's own self-outpouring — puṣṭi-pravāha (grace-flood), maryādā (disciplined order), and their meeting-ground — Kṛṣṇa is beginning, body, and heart respectively; the sarga (creation) is not other than the Lord's own līlā-prasāda overflowing. Adhyātma-vidyā here is implicit: the Veda itself is Kṛṣṇa's heart-form (veda-rūpa), the ground of all knowing. The other elaborations are clear (spaṣṭam anyatra) — Vallabha's terse gloss leaves the remainder to the devotee's relishing (rasa-anubhava).",
   "divergence_note": "Vallabha: 'puṣṭi-pravāha-maryādā-rūpāṇāṃ cāham ādiḥ kāraṇaṃ... madhyaṃ hṛdayaṃ veda-rūpaḥ kāraṇam' — three cosmic streams are Kṛṣṇa's own bodily registers."
  },
  "bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "sridhara_10.32"
   ],
   "score": 0.5,
   "english_rendering": "The ākāśa and other primordial elements (sargāḥ = ākāśādayaḥ) have Bhagavān as their origin, sustenance, and dissolution — but crucially Śrīdhara specifies this verse's novelty: here the utpatti-sthiti-laya are to be meditated upon as his vibhūtis (madvibhūtitvena dhyeyāḥ), not merely catalogued as facts. Adhyātma-vidyā is ātma-vidyā, the direct knowing of the Self. Among the three forms of discourse — vāda, jalpa, vitaṇḍā — vāda alone (where both parties establish their case by pramāṇa and tarka, and seek tattva-nirṇaya) is Bhagavān's vibhūti; jalpa and vitaṇḍā serve only competitive display.",
   "divergence_note": "Śrīdhara: 'iha tv utpatti-sthiti-layā mad-vibhūtitvena dhyeyā ity ucyate iti viśeṣaḥ' — this verse's specific contribution is the call to meditate on creation-cycles as vibhūti."
  },
  "advaita-bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhusudan_10.32"
   ],
   "score": 0.5,
   "english_rendering": "Madhusūdana carefully distinguishes two domains: the inert (acetana) sargāḥ — creations of matter — have Bhagavān as their utpatti-sthiti-laya, complementing the earlier verse's reference to conscious beings (cetana jīva-āviṣṭa); there is thus no redundancy (na paunaruktyam). Adhyātma-vidyā is mokṣa-hetu-ātma-tattva-vidyā — the liberating knowledge of the Self's identity with Brahman — and this is Kṛṣṇa himself, held in devotional recognition. Vāda, defined by Nyāya-sūtra precision (pramāṇa-tarka-sādhana, pañca-avayava, tattva-nirṇaya-paryanta), is supreme over jalpa and vitaṇḍā because it reaches truth rather than mere victory — and truth, for Madhusūdana, is Kṛṣṇa-as-Brahman.",
   "divergence_note": "Madhusūdana: 'acetana-sargāṇām iti na paunaruktyam' and 'tattva-adhyavasāya-saṃrakṣaṇārthaṃ jalpa-vitaṇḍe bīja-proraha-saṃrakṣaṇārthaṃ kaṇṭaka-śākhā-prāvaraṇavat' — jalpa/vitaṇḍā protect vāda the way thorns protect a seedling."
  }
 },
 "prosodic_information": {
  "meter": "anuṣṭubh",
  "meter_shift_from_previous": false,
  "meter_shift_to_next": false,
  "pragmatic_context": {
   "vocative": "Arjuna",
   "preceding_question": "",
   "following_response": ""
  }
 },
 "theme_list_memberships": [
  {
   "list": "अर्जुन",
   "role": "supporting",
   "other_verses_in_list": [
    "1.1",
    "2.2",
    "2.54",
    "3.1",
    "3.7",
    "3.36",
    "9.19",
    "10.39",
    "11.50"
   ]
  }
 ],
 "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": [
     "pravadatām: pravad -> pra-√vad"
    ]
   },
   {
    "kind": "qmark_artifact_repair",
    "applied_at": "2026-05-08T01:56:14.811057Z",
    "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": [
  "If Bhagavān is the ādi-madhya-anta of all sarga, does this claim dissolve the reality of temporal sequence — or does it reframe sequence as structured within the divine?",
  "Why does Kṛṣṇa single out adhyātma-vidyā over, say, military science or statecraft, when speaking to a warrior on a battlefield — what does this tell us about the verse's implied audience?",
  "Vāda is elevated over jalpa and vitaṇḍā: what does this ranking tell us about how the Gītā itself expects to be read — as a truth-seeking dialogue rather than a rhetorical victory?",
  "Śrīdhara's distinction — earlier verses say ādi-anta of living beings, this verse says ādi-anta of all sarga — what is the cumulative portrait of Bhagavān being assembled across these vibhūti verses?",
  "Madhusūdana's thorn-and-seedling metaphor for jalpa/vitaṇḍā protecting vāda: does this rehabilitate competitive debate as a necessary social institution, and what would that imply for modern intellectual culture?",
  "Vallabha's gloss is deliberately terse ('spaṣṭam anyatra'). What does it mean for a theological tradition to say 'this is obvious' — who is assumed to already know, and who is left outside?",
  "If the creation-dissolution cycle (utpatti-sthiti-laya) is Bhagavān's vibhūti, what is the devotional implication of experiencing loss, change, or ending in one's own life?"
 ],
 "everyday_applications": {
  "advaita": "When you hit a phase of collapse — a project ends, a relationship dissolves, a role disappears — Śaṅkara's reading invites you to see the ending not as defeat but as Brahman itself completing a cycle. The dissolving is as sacred as the arising. Practice: at each significant ending, pause and name it as utpatti-sthiti-laya rather than loss.",
  "viśiṣṭādvaita": "Rāmānuja's reading insists Bhagavān is personally present as creator and sustainer at every moment of every being's existence. The everyday application: approach your own act of creation — cooking a meal, building a team, raising a child — as participating in Bhagavān's perpetual sarga-karma, not as your autonomous project.",
  "dvaita": "Madhva's position — Hari is the independent cause, jīva is always dependent — cuts through the modern ego-trap of taking credit for creation. When you complete something significant, the Dvaita practice is explicit attribution: 'Hari did this through me.' Not false modesty, but ontological accuracy about agency.",
  "śuddhādvaita": "Vallabha's three streams (puṣṭi-pravāha, maryādā, and their middle) suggest that every person and institution operates in one of these registers — grace-given abundance, rule-governed order, or their integration. The everyday practice: identify which stream you are currently in, and stop forcing the wrong mode on a situation that belongs to a different stream.",
  "bhakti": "Śrīdhara's specific instruction — meditate on creation-cycles as vibhūti, not merely know them as facts — reframes the news cycle, the seasons, and even your own aging as material for bhakti-meditation. The practice: once daily, take one observable change in the world and hold it as Bhagavān's vibhūti rather than as background noise.",
  "advaita-bhakti": "Madhusūdana's thorn-and-seedling image for how competitive debate protects genuine truth-seeking: in any intellectual or professional community, recognize that some adversarial challenge (jalpa, vitaṇḍā) is structurally necessary to protect the space where real understanding (vāda) can occur. Do not collapse the distinction — but do not mistake the thorns for the seedling."
 },
 "primary_meaning": "Of all creation I am the beginning, middle, and end; among fields of knowledge I am the knowledge of the Self; among forms of debate I am honest inquiry aimed at truth."
}