{
 "verse_id": "11.28",
 "mūla": {
  "devanāgarī": "यथा नदीनां बहवो ऽम्बु-वेगाः समुद्रम् एवाभिमुखा द्रवन्ति | तथा तवामी नर-लोक-वीरा विशन्ति वक्त्राण्य् अभिविज्वलन्ति",
  "iast": "yathā nadīnāṃ bahavo 'mbu-vegāḥ samudram evābhimukhā dravanti | tathā tavāmī nara-loka-vīrā viśanti vaktrāṇy abhivijvalanti",
  "chapter_position": "Chapter 11 (Viśvarūpa-Darśana-Yoga (The Yoga of the Vision of the Universal Form)), verse 28",
  "speaker": "Krishna",
  "addressed_to": "Arjuna"
 },
 "word_by_word": [
  {
   "surface_form": "yathā",
   "lemma": "yathā",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "यथा"
  },
  {
   "surface_form": "nadīnām",
   "lemma": "nadī",
   "grammar": "genitive feminine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "नदीनाम्"
  },
  {
   "surface_form": "bahavaḥ",
   "lemma": "bahu",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "बहवः"
  },
  {
   "surface_form": "ambu",
   "lemma": "ambu",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अम्बु"
  },
  {
   "surface_form": "vegāḥ",
   "lemma": "vega",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [
    {
     "sense": "अम्बुवेगाः त्वराविशेषाः समुद्रमेव अभिमुखाः प्रतिमुखाः द्रवन्ति प्रविशन्ति, तथा तद्वत, तव अमी भीष्मादयः नरलोकवीराः मनुष्",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "प्रवाहाः समुद्राभिमुखाः सन्तो यथा समुद्रमेव द्रवन्ति प्रविशन्ति तथा अमी ये नरलोकवीरास्तेऽभिविज्वलन्ति सर्वतः प्रदीप्यमा",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "वेगाः"
  },
  {
   "surface_form": "samudram",
   "lemma": "samudra",
   "grammar": "accusative masculine singular noun",
   "senses_attested_in_panel": [
    {
     "sense": "इव प्रदीप्तज्वलनम् इव",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "समुद्रम्"
  },
  {
   "surface_form": "eva",
   "lemma": "eva",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "एव"
  },
  {
   "surface_form": "abhimukhāḥ",
   "lemma": "abhimukha",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अभिमुखाः"
  },
  {
   "surface_form": "dravanti",
   "lemma": "√dru",
   "grammar": "present indicative 3rd person plural verb",
   "senses_attested_in_panel": [
    {
     "sense": "प्रविशन्ति, तथा तद्वत, तव अमी भीष्मादयः नरलोकवीराः मनुष्यलोके शूराः विशन्ति वक्त्राणि अभिविज्वलन्ति प्रकाशमानानि",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
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    },
    {
     "sense": "प्रविशन्ति तथा अमी ये नरलोकवीरास्तेऽभिविज्वलन्ति सर्वतः प्रदीप्यमानानि वक्त्राणि प्रविशन्ति",
     "school": "bhakti",
     "weight": 0.8,
     "witnesses": [
      "sridhara"
     ]
    },
    {
     "sense": "विशन्ति तथा ते तवामी नरलोकवीरा विशन्ति वक्त्राण्यभितः सर्वतो ज्वलन्ति",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "द्रवन्ति"
  },
  {
   "surface_form": "tathā",
   "lemma": "tathā",
   "grammar": "",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "तथा"
  },
  {
   "surface_form": "tava",
   "lemma": "tvad",
   "grammar": "genitive singular noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "तव"
  },
  {
   "surface_form": "amī",
   "lemma": "adas",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "अमी"
  },
  {
   "surface_form": "nara",
   "lemma": "nara",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "नर"
  },
  {
   "surface_form": "loka",
   "lemma": "loka",
   "grammar": "compound (compound member)",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "लोक"
  },
  {
   "surface_form": "vīrāḥ",
   "lemma": "vīra",
   "grammar": "nominative masculine plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "वीराः"
  },
  {
   "surface_form": "viśanti",
   "lemma": "√viś",
   "grammar": "present indicative 3rd person plural verb",
   "senses_attested_in_panel": [
    {
     "sense": "वक्त्राणि अभिविज्वलन्ति प्रकाशमानानि",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "तथा ते तवामी नरलोकवीरा विशन्ति वक्त्राण्यभितः सर्वतो ज्वलन्ति",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "विशन्ति"
  },
  {
   "surface_form": "vaktrāṇi",
   "lemma": "vaktra",
   "grammar": "accusative neuter plural noun",
   "senses_attested_in_panel": [],
   "theme_lists": [],
   "surface_devanagari": "वक्त्राणि"
  },
  {
   "surface_form": "abhivijvalanti",
   "lemma": "abhi-√vijval",
   "grammar": "accusative neuter plural present participle verb",
   "senses_attested_in_panel": [
    {
     "sense": "प्रकाशमानानि",
     "school": "advaita",
     "weight": 0.8,
     "witnesses": [
      "shankara"
     ]
    },
    {
     "sense": "स्वयम्",
     "school": "viśiṣṭādvaita",
     "weight": 0.8,
     "witnesses": [
      "ramanuja",
      "vedantadeshika"
     ]
    },
    {
     "sense": "इति वा पाठः",
     "school": "advaita-bhakti",
     "weight": 0.8,
     "witnesses": [
      "madhusudan"
     ]
    }
   ],
   "theme_lists": [],
   "surface_devanagari": "अभिविज्वलन्ति"
  }
 ],
 "intertextual_panel": [
  {
   "verse": "11.29",
   "type": "next-verse continuation",
   "score": 0.9476,
   "feature_breakdown": {
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    "lemma_overlap": 28.1911,
    "stem_prefix": 9.0
   }
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  {
   "verse": "11.23",
   "type": "near-cluster echo",
   "score": 0.8939,
   "feature_breakdown": {
    "cosine": 0.8439,
    "theme_graph": 0.0,
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   }
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  {
   "verse": "11.6",
   "type": "lemma-family resonance",
   "score": 0.879,
   "feature_breakdown": {
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    "theme_graph": 0.0,
    "vocative": 0.0,
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  },
  {
   "verse": "15.16",
   "type": "shared-vocabulary echo",
   "score": 0.8774,
   "feature_breakdown": {
    "cosine": 0.8374,
    "theme_graph": 0.0,
    "vocative": 0.0,
    "substring": 0.0,
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  },
  {
   "verse": "11.30",
   "type": "near-cluster echo",
   "score": 0.8756,
   "feature_breakdown": {
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  },
  {
   "verse": "13.34",
   "type": "lemma-family resonance",
   "score": 0.8743,
   "feature_breakdown": {
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    "theme_graph": 0.0,
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   "verse": "11.34",
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  {
   "verse": "3.37",
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   "feature_breakdown": {
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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_11.28",
    "anandgiri_11.28"
   ],
   "score": 0.5,
   "english_rendering": "As countless rushing currents (vega, 'speed-impulses') of rivers pour straight into the ocean, so these heroes of the human world (nara-loka-vīrāḥ) enter Your blazing mouths — not by coercion but by the sheer momentum of their prior karma, which admits no reversal. Śaṅkara reads the image as an illustration of causal necessity: just as the river's waters cannot pause before the sea, so the warriors' trajectory is already determined by the web of action (karman) they have set in motion. The blazing mouths (vaktṛāṇi abhivijvalanti) are not instruments of cruelty but the final convergence-point of forces whose originating ignorance (avidyā) drove them from the very beginning."
  },
  "viśiṣṭādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "ramanuja_11.28",
    "vedantadeshika_11.28"
   ],
   "score": 0.5,
   "english_rendering": "Rāmānuja presents these kings (rāja-lokāḥ) as hurtling toward the blazing visage of the Lord in the same way that moths (śalabhāḥ) rush toward flame — self-propelled, eager for their own dissolution, rushing for self-destruction (ātma-nāśāya). The Lord's form is not external fate but the magnet of sovereignty (aiśvarya) that draws every bound soul to its appointed end within the body of Bhagavān. Their entry into the effulgent mouths is thus a moment within the Lord's own self-governance of the universe, not an alien violence."
  },
  "dvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhva_11.28",
    "jayatirtha_11.28"
   ],
   "score": 0.5,
   "english_rendering": "As the many *ambu-vegāḥ* (water-currents) of rivers race headlong toward the ocean — *samudram evābhimukhā dravanti* — so these *nara-loka-vīrā* (heroes of the human world) pour into Your blazing mouths. The simile holds a precise ontological boundary: the rivers do not become the ocean; they enter it and are received by it, their current spent, their independence dissolved. So too the *jīva* (individual self), always *paratantra* (eternally dependent), never *svatantra* (the independently real, self-sufficient) — reaches Hari not as merger but as total submission to His sovereign will. The *pañca-bheda* (the five-fold real distinction) stands even here in the cosmic conflagration: Lord and *jīva* remain distinct, the distinction between *Īśvara* and soul no more erased by entry into those *abhivijvalanti* (blazing) mouths than the river loses its name by flowing into the sea within the Lord's own body. The warriors rush in not by their own resolve but because *Hari* alone is *svatantra*, directing each *paratantra* stream by His sovereign decree — *taratamya* (graded ontological hierarchy) preserved even in annihilation.",
   "provenance": "siddhānta_reconstruction"
  },
  "śuddhādvaita": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "vallabha_11.28"
   ],
   "score": 0.5,
   "english_rendering": "Vallabha compresses the two similes — river-to-ocean and heroes-into-mouths — into a single declaration of convergence: the warriors' rush toward the Lord's mouths is the universal flow of all things back toward Kṛṣṇa as their sole locus. In the Puṣṭi-mārga reading, this convergence is not tragic but a revelation of the cosmos as Kṛṣṇa's own self-delighting līlā-prasāda ('play-given-grace'): even the dissolution of mighty heroes is a form of the Lord's bliss displaying itself. Vallabha's brevity signals that the image is self-evident to the devotee who sees all motion as Kṛṣṇa's own."
  },
  "bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "sridhara_11.28"
   ],
   "score": 0.5,
   "english_rendering": "Śrīdhara reads the verse as Arjuna's dṛṣṭānta-sthāpana — setting a comparison (dṛṣṭānta) to make the entry vivid: just as many flows of water from rivers moving on diverse courses (aneka-mārga-pravṛttānām) face the ocean and pour into it, so these heroes of the human world enter the mouths blazing on all sides (abhivijvalanti sarvataḥ pradīpyamānāni vaktṛāṇi). The adverb sarvataḥ ('from all directions') is emphatic — the mouths burn on every side, admitting no escape route. The comparison is strictly illustrative, not metaphysical: entry is the fact being witnessed, and the simile simply communicates its unstoppable totality."
  },
  "advaita-bhakti": {
   "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
   "key_cross_references": [],
   "witness_passages": [
    "madhusudan_11.28"
   ],
   "score": 0.5,
   "english_rendering": "Madhusūdana, glossing this as a udāharaṇa ('illustrative instance') for the entry of kings into the divine face (bhagavan-mukha-praveśa-nidarshanam), preserves both Advaita and devotional registers. The currents (vegavantaḥ pravāhāḥ, 'force-bearing streams') moving toward the sea illuminate how Arjuna's fellow kings, with the same irresistible velocity, move into the Lord's radiant mouths (abhitaḥ sarvato jvalanti, 'blazing on all sides'). Madhusūdana notes the variant reading abhivijvalanti, signalling his textual care alongside his synthesis: the image of blazing dissolution is simultaneously the jñānin's recognition of all phenomena resolving into Brahman and the bhakta's awe at Bhagavān's sovereign beauty consuming the world."
  }
 },
 "prosodic_information": {
  "meter": "triṣṭubh",
  "meter_shift_from_previous": false,
  "meter_shift_to_next": false,
  "pragmatic_context": {
   "vocative": "",
   "preceding_question": "",
   "following_response": ""
  }
 },
 "theme_list_memberships": [],
 "audit_trail": {
  "substrate_version": "v2.6-frozen",
  "fitted_weights": {
   "a": 1.0,
   "b": 0.01,
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   "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": [
     "dravanti: dru -> √dru",
     "viśanti: viś -> √viś",
     "abhivijvalanti: abhivijval -> abhi-√vijval"
    ]
   },
   {
    "kind": "qmark_artifact_repair",
    "applied_at": "2026-05-08T01:56:14.839361Z",
    "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": [
  "What does it mean that the warriors rush into destruction of their own momentum (svayam eva tvaramāṇāḥ), without being pushed — and what does this imply about the role of past choices in shaping present fate?",
  "Śaṅkara reads the ocean as mere convergence-point, not as an entity that 'wants' the rivers; Rāmānuja reads the Lord as magnetic sovereign; Vallabha reads the whole motion as līlā — which reading changes what Arjuna should feel watching this vision, and how?",
  "The simile moves from water (impersonal) to moths rushing flame (self-destructive desire) to warriors — does this escalating series suggest that the heroes' fate is more willed, less willed, or differently willed than the rivers'?",
  "If bounded polysemy is the design feature of this verse, where exactly is that polysemy located: in vega ('current / urgency'), in vaktṛāṇi ('mouths / speech-organs / apertures'), or in abhivijvalanti ('blazing / being illuminated')?",
  "Every school except Dvaita has a commentary here. What does the structural silence of Madhva on this śloka — out of hundreds — possibly signal about the verse's content being uncongenial to strict difference-ontology?",
  "Śrīdhara's emphasis on sarvataḥ ('from all sides') implies no directional escape; Madhusūdana notes the textual variant. How does attending to manuscript variants change or confirm the devotional/metaphysical reading?",
  "The river never grieves entering the ocean in Sanskrit poetics. Is Arjuna's horror in 11.26–28 a failure of this cosmological acceptance, and how do the schools differ in whether they diagnose that as ignorance, grief, or appropriate awe?"
 ],
 "everyday_applications": {
  "advaita": "When a long-running project or relationship concludes — a company dissolves, a career chapter closes — the Advaita reading invites you to ask: was this outcome already implicit in the initial momentum (vega) you set in motion? Recognizing karmic momentum does not mean passivity; it means acting from clarity before the current becomes irreversible.",
  "viśiṣṭādvaita": "Rāmānuja's moth-to-flame image applies whenever you watch gifted people hurtle toward self-sabotage: the Viśiṣṭādvaita reading asks not 'how do I stop them' but 'what sovereign logic are they serving?' — which can shift your response from frantic intervention to witnessing with compassion and redirecting only what you are actually positioned to redirect.",
  "dvaita": "Where the Dvaita bhāṣya is absent, its principle still speaks: the river does not become the ocean but enters it while remaining river-substance. In organizational life this is the principle of institutional absorption without identity-loss — when you join a larger body (a corporation, a movement), you are subsumed in function yet remain ontologically distinct and accountable.",
  "śuddhādvaita": "Vallabha's compression of the image into a single flowing motion toward Kṛṣṇa applies to grief-work: when someone you love dies or departs, the Puṣṭi-mārga sensibility reframes dissolution as return — not as annihilation but as the final movement of all grace back to its source, which can convert mourning into something closer to release.",
  "bhakti": "Śrīdhara's sarvataḥ ('on all sides') is a useful frame for situations of total exposure — when a crisis arrives from multiple directions simultaneously. The bhakti-philological reading says: name the totality clearly first (dṛṣṭānta-sthāpana), don't minimize it, and then act. The comparison makes the overwhelming real before asking you to move through it.",
  "advaita-bhakti": "Madhusūdana's care with the variant reading (abhivijvalanti versus the alternative) models intellectual integrity in synthesis-work: when holding two frameworks at once (Advaita and bhakti, or any two demanding lenses), the discipline is to note where the textual record is genuinely uncertain rather than flattening ambiguity into false clarity — and to let that uncertainty itself be generative rather than destabilizing."
 },
 "primary_meaning": "Like rivers rushing headlong to the sea, the warriors of this world are pouring into your blazing mouths from every side."
}