{
 "verse_id": "18.17",
 "mūla": {
  "devanāgarī": "यस्य नाहङ्कृतो भावो बुद्धिर्यस्य न लिप्यते | हत्वाऽपि स इमाँल्लोकान्न हन्ति न निबध्यते",
  "iast": "yasya nāhaṅkṛto bhāvo buddhiryasya na lipyate | hatvā'pi sa imāṁllokānna hanti na nibadhyate",
  "chapter_position": "Chapter 18 (Mokṣa-Sannyāsa-Yoga (The Yoga of Liberation by Renunciation)), verse 17",
  "speaker": "Krishna",
  "addressed_to": "Arjuna"
 },
 "word_by_word": [
  {
   "surface_form": "yasya",
   "lemma": "yad",
   "grammar": "genitive masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "शास्त्राचार्योपदेशन्यायसंस्कृतात्मनः न भवति अहंकृतः अहं कर्ता इत्येवंलक्षणः भावः भावना प्रत्ययः -- एते",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "भावः कर्तृत्वविशेषविषयो मनोवृत्तिविशेषो न अहंकृतो न अहमभिमानकृतःअहं करोमि इति ज्ञानं यस्य न विद्यते इत्यर्थः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    },
    {
     "sense": "कर्मलेपो नास्तीत्युक्तमित्यपेक्षायामाह -- यस्येति",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    },
    {
     "sense": "पूर्वोक्तविपरीतस्य पुण्यैः कर्मभिः क्षपितेषु विवेकविरोधिपापेषु नित्यानित्यवस्तुविवेकादिसाधनचतुष्टयं प्राप्तवतः शास्त्रा",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "यस्य"
  },
  {
   "surface_form": "na",
   "lemma": "na",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "न"
  },
  {
   "surface_form": "ahaṅkṛtaḥ",
   "lemma": "ahaṃkṛta",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अहङ्कृतः"
  },
  {
   "surface_form": "bhāvaḥ",
   "lemma": "bhāva",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "भावः"
  },
  {
   "surface_form": "buddhiḥ",
   "lemma": "buddhi",
   "grammar": "nominative feminine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "बुद्धिः"
  },
  {
   "surface_form": "yasya",
   "lemma": "yad",
   "grammar": "genitive masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "शास्त्राचार्योपदेशन्यायसंस्कृतात्मनः न भवति अहंकृतः अहं कर्ता इत्येवंलक्षणः भावः भावना प्रत्ययः -- एते",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "भावः कर्तृत्वविशेषविषयो मनोवृत्तिविशेषो न अहंकृतो न अहमभिमानकृतःअहं करोमि इति ज्ञानं यस्य न विद्यते इत्यर्थः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    },
    {
     "sense": "कर्मलेपो नास्तीत्युक्तमित्यपेक्षायामाह -- यस्येति",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    },
    {
     "sense": "पूर्वोक्तविपरीतस्य पुण्यैः कर्मभिः क्षपितेषु विवेकविरोधिपापेषु नित्यानित्यवस्तुविवेकादिसाधनचतुष्टयं प्राप्तवतः शास्त्रा",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "यस्य"
  },
  {
   "surface_form": "na",
   "lemma": "na",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "न"
  },
  {
   "surface_form": "lipyate",
   "lemma": "√lip",
   "grammar": "present indicative pass 3rd person singular verb",
   "senses_attested_in_panel": [
    {
     "sense": "न अनुशयिनी भवति -- इदमहमकार्षम्, तेन अहं नरकं गमिष्यामि इत्येवं यस्य बुद्धिः न लिप्यते -- सः सुमतिः, सः पश्यति",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": ", अस्मिन् कर्मणि मम कर्तृत्वाभावाद् एतत् फलं न मया संबध्यते, न",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja",
      "vedantadeshika"
     ]
    },
    {
     "sense": "फलादौ, स हत्वाऽपीमाँल्लोकान् न हन्ति न केवलं भीष्मादीनित्यर्थः",
     "school": "śuddhādvaita",
     "weight": 0.8,
     "witnesses": [
      "vallabha"
     ]
    },
    {
     "sense": "इष्टानिष्टबुद्ध्या कर्मसु न सज्जते स एवंभूतो देहादिव्यतिरिक्तात्मदर्शी इमाँल्लोकान्सर्वानपि प्राणिनो लोकदृष्ट्या हत्वाप",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    },
    {
     "sense": "इत्यादिस्मृतिभ्यश्च",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "लिप्यते"
  },
  {
   "surface_form": "hatvā",
   "lemma": "han",
   "grammar": "conv",
   "senses_attested_in_panel": [
    {
     "sense": "अपि सः इमान् लोकान्, सर्वान् इमान् प्राणिनः इत्यर्थः, न हन्ति हननक्रियां न करोति, न निबध्यते नापि तत्कार्येण अधर्मफलेन",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "अपि तान् न नि हन्ति न केवलं भीष्मादीन् इत्यर्थः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    },
    {
     "sense": "हिंसित्वापि न इमाँल्लोकान्सर्वान्प्राणिनो न हन्ति हननक्रियायाः कर्ता न भवत्यकर्तृस्वरूपसाक्षात्कारान्न निबध्यते",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "हत्वा"
  },
  {
   "surface_form": "api",
   "lemma": "api",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अपि"
  },
  {
   "surface_form": "saḥ",
   "lemma": "tad",
   "grammar": "nominative masculine singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "सः"
  },
  {
   "surface_form": "imān",
   "lemma": "idam",
   "grammar": "accusative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "इमान्"
  },
  {
   "surface_form": "lokān",
   "lemma": "loka",
   "grammar": "accusative masculine plural noun",
   "senses_attested_in_panel": [
    {
     "sense": ", सर्वान् इमान् प्राणिनः इत्यर्थः, न हन्ति हननक्रियां न करोति, न निबध्यते नापि तत्कार्येण अधर्मफलेन संबध्यते",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "युद्धे हत्वा",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "लोकान्"
  },
  {
   "surface_form": "na",
   "lemma": "na",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "न"
  },
  {
   "surface_form": "hanti",
   "lemma": "√han",
   "grammar": "present indicative 3rd person singular verb",
   "senses_attested_in_panel": [
    {
     "sense": "हननक्रियां न करोति, न निबध्यते नापि तत्कार्येण अधर्मफलेन संबध्यते",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara",
      "anandgiri"
     ]
    },
    {
     "sense": "न केवलं भीष्मादीन् इत्यर्थः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja",
      "vedantadeshika"
     ]
    },
    {
     "sense": "न केवलं भीष्मादीनित्यर्थः",
     "school": "śuddhādvaita",
     "weight": 0.8,
     "witnesses": [
      "vallabha"
     ]
    },
    {
     "sense": "। नच तत्फलैर्निबध्यते बन्धनं न प्राप्नोति। किं पुनः सत्त्वशुद्धिद्वारा परोक्षज्ञानोत्पत्तिहेतुभिः कर्मभिस्तस्य बन्धशङ्के",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    },
    {
     "sense": "हननक्रियायाः कर्ता न भवत्यकर्तृस्वरूपसाक्षात्कारान्न निबध्यते",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "हन्ति"
  },
  {
   "surface_form": "na",
   "lemma": "na",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "न"
  },
  {
   "surface_form": "nibadhyate",
   "lemma": "ni-√bandh",
   "grammar": "present indicative pass 3rd person singular verb",
   "senses_attested_in_panel": [
    {
     "sense": "नापि तत्कार्येण अधर्मफलेन संबध्यते",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": ", तत्फलं न अनुभवति इत्यर्थः",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja",
      "vedantadeshika"
     ]
    },
    {
     "sense": "। नापि तत्कार्येणाधर्मफलेन संबध्यते। अत्र नाहंकृतो भाव इत्यस्य फलं न हन्तीति, बुद्धिर्न लिप्यत इत्यस्य फलं न निबध्यत इति",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "निबध्यते"
  }
 ],
 "intertextual_panel": [
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    "stem_prefix": 3.0
   }
  },
  {
   "verse": "5.20",
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  },
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   "verse": "6.21",
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   "score": 0.8822,
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  },
  {
   "verse": "2.44",
   "type": "long-distance thematic echo",
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   "feature_breakdown": {
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   "verse": "2.63",
   "type": "long-distance thematic echo",
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  },
  {
   "verse": "3.26",
   "type": "long-distance thematic echo",
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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_18.17",
    "anandgiri_18.17"
   ],
   "score": 0.5,
   "english_rendering": "He whose inner disposition (bhava) is not shaped by the notion 'I am the agent' (ahankrta) — because scripture, teacher, and reasoning have revealed him to be the immutable witness (sakshi), untouched by the operations of body and mind — and whose intellect (buddhi) therefore does not adhere to action by way of 'I did this, I will reap its fruit': even when he strikes down all these beings, he does not in truth perform any act of killing, nor is he bound by its result. The apparent contradiction 'kills yet does not kill' dissolves once both standpoints are held: from the conventional (laukika) standpoint, bodies fall; from the ultimate (paramarthika) standpoint, the atman is unchanging (avikriya) and never an agent. This verse is the summation of the entire Gita-shastra: knowledge-vision (jnana-drsti) dissolves all karma at its root.",
   "divergence_note": "Shankara: 'yasya sastracarya-upadesa-nyaya-samskrtatmanah na bhavati ahankrtah... pasyati... na hanti... na nibadhydate' — the five causes (adhisthana etc.) are superimposed on the atman by avidya; the atman itself is the pure witness."
  },
  "viśiṣṭādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "ramanuja_18.17",
    "vedantadeshika_18.17"
   ],
   "score": 0.5,
   "english_rendering": "He who meditates continuously on Paramatman as the true agent (paramapu-rusa-kartrtva-anusandhana) — so that the notion 'I act' does not arise as his own — and whose intellect does not cling to the fruit thinking 'this karma belongs to me': such a one, even slaying these worlds in battle, does not truly slay Bhishma and the others, and is not bound by the karma of battle. The key is anusandhana (sustained contemplation of the Lord's agency), which is itself the work of sattvaguna; Ramanuja immediately proceeds to explain how the three gunas produce the three grades of karma, signaling that this non-binding action is the gateway to bhakti-yoga fruition.",
   "divergence_note": "Ramanuja: 'paramapu-rusa-kartrtva-anusandhanena yasya bhavah... ahankrto na... bud-dhir na lipyate... na nibadhydate tat-phalam na anubhavati' — agency is transferred to the Lord, fruit disowned."
  },
  "dvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhva_18.17",
    "jayatirtha_18.17"
   ],
   "score": 0.5,
   "english_rendering": "Madhva's comment is lapidary: the verse praises the knowledge just described — whoever retains even a trace of ahankara (the sense 'I act independently of Hari') is to that degree bound, and whoever wholly surrenders agency to Hari is wholly free. The jiva is eternally distinct (nitya-bhinna) from Brahman, so 'not-killing' means not acting on one's own authority, not that agency dissolves into a non-dual void. Freedom from bondage is complete subordination (paradhina-bhava) to Hari's will, not self-effacement of the jiva.",
   "divergence_note": "Madhva: 'yas tv isad-badhydate sa isad-ahankari ca' — even a trace of independent self-assertion produces a corresponding trace of bondage; the verse is a precise, graduated claim, not a mystical paradox."
  },
  "śuddhādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "vallabha_18.17"
   ],
   "score": 0.5,
   "english_rendering": "He who meditates on the Paramatman (paradevata) as the primary agent (mukhya-kartrtva-anusandhana) in body and senses — so that no egoic agitation (ahankrta mano-vikara) arises in himself, and whose intellect is not smeared by attachment to fruit — even slaying these worlds is not slaying them, nor is he bound by that action. Vallabha adds the cross-reference to BG 5.10 ('brahmany adhaya karmani') to signal that genuine Pushti-marga action is an offering to the 'nirdosa-purna-vigraha' Krishna; it is Krishna's own lila-prasada returning through the devotee's limbs, so bondage is structurally impossible.",
   "divergence_note": "Vallabha: 'adhisthanadi paramhatmani mukhya-kartrkta-anusandhanato ahankrto bhavah... na bhavati... na nibadhydate tat-phalam na anubhavati... saksat-kartari paradevataym nirdosa-purna-vrigahe brahmany anusandhaya.'"
  },
  "bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "sridhara_18.17"
   ],
   "score": 0.5,
   "english_rendering": "In response to the implied question 'who then is the one of right understanding (su-mati) free from karma-lepa?', Sridhara answers: one in whom neither the sense 'I am the doer' (aham karta) nor the ego's insistence on authorship (ahankara-bhava kartrtva-abhinivesa) arises, because he perceives the body and senses alone as acting; whose intellect does not cling to pleasant or unpleasant outcomes (istanista-buddhi-sa-jjata); who, seeing himself as distinct from body and the like (dehadivyati-riktatma-darsi), does not in his own sight (sva-drsti) perform the killing even as the world's sight sees bodies fall. Sridhara closes with BG 5.10 as scriptural confirmation and adds a rhetorical clincher: if even karma done as a means to purification does not bind this person, how much less direct liberative action?",
   "divergence_note": "Sridhara: 'dehadivyatiriktatma-darsi... sva-drshstya na hanti... na ca tat-phlair nibadhydate... brahmanyadhaya karmani sangam tyaktva karoti yah / lipyate na sa papena.'"
  },
  "advaita-bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhusudan_18.17"
   ],
   "score": 0.5,
   "english_rendering": "*Yasya nāhaṅkṛto bhāvaḥ* — whose *bhāva* (inner sense) takes no form of 'I acted': not because ego is suppressed, but because *avidyā sakāryā bādhitā* — *ajñāne sakārye bādhite*, ignorance together with its entire causal chain has been cancelled by *akartṛbhoktṛsva-prakāśa-paramānanda-advitīya-brahmātma-sākṣātkāra*, the direct realization, born of *śāstrācāryopadeśa-nyāya*, of the self-luminous, non-dual *brahman* that is pure non-agent and non-enjoyer. Of such a one, *buddhi na lipyate* — the *antaḥkaraṇa* does not become *anuśayinī*, does not carry the residue: *idam aham akārṣam etat phalaṁ bhokṣya* iti, the trace born of *kartṛtva-vāsanā*. That residue takes two forms — *puṇye karmaṇi harṣarūpaḥ pāpe paścāttāparūpaḥ* — elation at good action, remorse at bad. The *jñānin*'s *buddhi* is joined to neither, because *kartṛtvābhimāna* has been *bādhita*. The *Bṛhadāraṇyaka* is cited directly: *etam u haivaiṣa ete na taranti — ataḥ pāpam akaravam ataḥ kalyāṇam akaravam iti — ubhe u haivaiṣa ete tarati, nainaṁ kṛtākṛte tapataḥ* — he crosses beyond both, neither 'I sinned' nor 'I did well' touches him; *na lipyate karmaṇā pāpakena*, and *pāpakena* is *puṇyasyāpy upalakṣaṇam*, marking the good as well. *Hatvā'pi* — even having struck down *imāṁl lokān sarvān prāṇinaḥ* — *na hanti*, he is not the agent of the killing-action: *hanankriyāyāḥ kartā na bhavaty akartṛsvarūpa-sākṣātkārāt*; *na nibadhyate*, nor is he bound by *adharma-phala*, the fruit of *tatkārya*. No contradiction stands: *hatvā'pi* grants the *laukikī kartṛtvadṛṣṭi*, the conventional acknowledgment that striking occurs; *na hanti* is the negation of *kartṛtva* from the *śāstrīyā paramārthadṛṣṭi*, the ultimate standpoint. So the verse closes the *turīya caraṇa* of BG 18.12 — *na tu saṁnyāsināṁ kvacit* — declaring that *jñāna-phalabhūta vidvat-saṁnyāsa*, renunciation born as the fruit of realized knowledge, leaves no *karmalopa* whatsoever: *avidyākalpitatānām adhiṣṭhānādy-anātmakṛtānāṁ sarveṣāṁ* actions belong to the superimposed non-self, never to the *sākṣī*, the witness, who is *asaṅgo hy ayaṁ puruṣaḥ*, *kūṭasthanityaḥ*, *sarvavikāraśūnyaḥ*.",
   "divergence_note": "Madhusūdana: *ahankṛtabhāvaḥ na bhavati... buddhi na lipyate... na hanti hanakriyāyāḥ kartā na bhavaty akartṛsvarūpasākṣātkārāt... na nibadhyate nāpi tatkāryeṇa adharmapalena sambhidhyate* — the *laukikī* versus *paramārthadṛṣṭi* distinction resolves the apparent paradox of 'kills yet does not kill' without collapsing into contradiction. The *Bṛhadāraṇyaka* citation (*nainaṁ kṛtākṛte tapataḥ*) grounds the claim that neither *puṇya*-elation nor *pāpa*-remorse touches the *tattvavid*. *Pāpakena* is read as *puṇyasyāpy upalakṣaṇam*, so the immunity is total."
  }
 },
 "prosodic_information": {
  "meter": "anuṣṭubh",
  "meter_shift_from_previous": false,
  "meter_shift_to_next": true,
  "pragmatic_context": {
   "vocative": "",
   "preceding_question": "",
   "following_response": ""
  }
 },
 "theme_list_memberships": [
  {
   "list": "बुद्धि",
   "role": "supporting",
   "other_verses_in_list": [
    "2.19",
    "2.39",
    "2.41",
    "2.44",
    "2.49",
    "2.50",
    "2.51",
    "2.52",
    "2.53",
    "2.63",
    "2.65",
    "2.66",
    "3.1",
    "3.2",
    "3.3",
    "3.26",
    "3.40",
    "3.42",
    "4.18",
    "5.17",
    "5.20",
    "5.28",
    "6.9",
    "6.21",
    "6.43",
    "7.4",
    "7.5",
    "7.10",
    "8.7",
    "10.4",
    "10.10",
    "12.8",
    "12.14",
    "13.5",
    "15.20",
    "18.16",
    "18.30",
    "18.31",
    "18.32",
    "18.37",
    "18.49",
    "18.57"
   ]
  }
 ],
 "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": [
     "lipyate: lip -> √lip",
     "hanti: han -> √han",
     "nibadhyate: nibandh -> ni-√bandh"
    ]
   },
   {
    "kind": "qmark_artifact_repair",
    "applied_at": "2026-05-08T01:56:14.999437Z",
    "applied_by": "summon-web/scripts/repair_qmark_artifacts.py",
    "n_senses_repaired": 8,
    "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 self (atman) is truly immutable and actionless, does that mean all action is equally free of consequence, or does the verse apply only to one who has realized non-agency through sustained practice?",
  "The verse distinguishes ahankara (the 'I-am-agent' sense) from buddhi-lepa (the intellect's adhesion to fruit) — are these two distinct obstacles, or does removing one automatically remove the other?",
  "Arjuna's predicament is precisely this verse: he is about to kill. Does Krishna mean that Arjuna is already free if he merely believes the doctrine, or is actual realization (saksat-kara) required before killing without binding?",
  "How does the Dvaita reading — where the jiva remains distinct and freedom is graduated by degree of surrender — differ practically from the Advaita reading where the jiva dissolves into witnessing? What would each look like in the same soldier's experience?",
  "The verse says 'hatvapi' (even having killed, or: killing these worlds). Does the hyperbole 'iман lokān' (all these worlds) signal that the principle is not confined to battlefield killing but extends to any apparently harmful action?",
  "Ramanuja ties freedom from bondage directly to sattvaguna and immediately transitions to the guna-analysis of karma. Does this mean liberation from karma-lepa is primarily a matter of cultivating sattva, making it accessible to ordinary practitioners, not just jnanis?",
  "Vallabha's reading turns the verse into a description of pushti-bhakta action as Krishna's own lila returning through the devotee. What distinguishes genuine self-surrender of agency from a rationalization that 'whatever I do is God's will'?"
 ],
 "everyday_applications": {
  "advaita": "A surgeon who is told that a patient died on the table despite her best work sits with the outcome. The Advaita application: she observes whether the thought 'I failed, I killed' arises — and whether she can locate the unchanging witness beneath it. The practice is not suppression of grief but recognition that the witness-self was not the surgeon's hands. She acts with full technical precision; she does not accumulate the result as personal karma because avidya's identification of self with doer has been, at least in this moment, seen through.",
  "viśiṣṭādvaita": "A manager must terminate several employees during a company restructuring. Before and during each conversation, she holds the anusandhana (sustained contemplation): 'The Lord is the true agent; I am His instrument in this organization.' She does not pretend the harm is not real — the Vishishtadvaita reading does not erase consequences — but she acts with care, care as kainkarya (service), releasing both the self-congratulation of 'I saved the company' and the self-flagellation of 'I destroyed livelihoods.'",
  "dvaita": "A judge must sentence a defendant knowing the mandatory minimum is unjust by his own lights. The Dvaita application is precise and graduated: the judge who says 'I and I alone decide this man's fate' acquires binding karma proportional to that ahankara. The judge who acts within his dharmic role, referring the decision upward in a chain that ultimately reaches Hari's sovereignty, acts with the minimum of independent self-assertion. He dissents on record, exhausts legitimate appeals, and then pronounces — not as autonomous moral sovereign but as servant of dharma under Hari.",
  "śuddhādvaita": "A musician performs a concert that goes badly — equipment fails, the audience is hostile, the performance falls short. The Shuddhadvaita application: before stepping on stage she offers the performance to Krishna (mukhya-karta), not as a ritual formula but as a genuine transfer of authorship. During the failure she notices: 'is my intellect (buddhi) now smeared — am I clinging to I failed?' The lila-prasada frame means even the failed concert is Krishna's lila returning through her; she participates, she does not own.",
  "bhakti": "A parent disciplines a child firmly and the child is hurt and angry. Sridhara's application: the parent who is a dehadivyatiriktatma-darsi (one who sees the atman as distinct from body) does not stop at 'I hurt my child' (istanista-buddhi-sa-jjata). She acts from a clear perception of what the child's atman needs, not from what the child's ego demands or what her ego needs to feel like a good parent. The intellect (buddhi) does not cling to either the child's approval or her own self-image as caring; it acts, releases, remains available.",
  "advaita-bhakti": "A writer publishes a book that receives harsh criticism. Madhusudana's application holds both registers simultaneously: at the laukika (conventional) level she wrote the book, it received criticism, she feels it. At the paramarthika (ultimate) level the immutable witness-self (sakshi) authored nothing; the criticism touches the upadhi (instrument) of body-mind, not the self. The synthesis: she does not flee into 'nothing matters' (which would be false non-attachment) nor collapse into 'this defines my worth' (which would be buddhi-lepa). She reads the criticism carefully, corrects what is correctable, and the witness remains unscorched — jnana-phala-bhuta renunciation in the middle of creative life."
 },
 "primary_meaning": "One whose inner sense carries no trace of \"I acted,\" and whose mind does not cling to results, does not kill even while slaying all these worlds, and is not bound."
}