{
  "verse_id": "4.38",
  "mūla": {
    "devanāgarī": "न हि ज्ञानेन सदृशं पवित्रम् इह विद्यते | तत् स्वयं योग-संसिद्धः कालेनात्मनि विन्दति",
    "iast": "na hi jñānena sadṛśaṃ pavitram iha vidyate | tat svayaṃ yoga-saṃsiddhaḥ kālenātmani vindati",
    "chapter_position": "Chapter 4 (Jñāna-Karma-Sannyāsa-Yoga (The Yoga of Renunciation of Action in Knowledge)), verse 38",
    "speaker": "Krishna",
    "addressed_to": "Arjuna"
  },
  "word_by_word": [
    {
      "surface_form": "na",
      "lemma": "na",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "न"
    },
    {
      "surface_form": "hi",
      "lemma": "hi",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "हि"
    },
    {
      "surface_form": "jñānena",
      "lemma": "jñāna",
      "grammar": "instrumental neuter singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "सदृशं तुल्यं पवित्रं पावनं शुद्धिकरम् इह विद्यते",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara",
            "anandgiri"
          ]
        },
        {
          "sense": "सदृशं पवित्रं शुद्धिकरम् इह जगति वस्त्वन्तरं न विद्यते तस्मादात्मज्ञानं सर्वं पापं नाशयति इत्यर्थः",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
            "ramanuja"
          ]
        },
        {
          "sense": "सदृशं पवित्रं पावनं शुद्धिकरमन्यदिह वेदे लोकव्यवहारे वा विद्यते ज्ञानभिन्नस्याज्ञानानिवर्तकत्वेन समूलपापनिवर्तकत्वाभावा",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
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        }
      ],
      "theme_lists": [],
      "surface_devanagari": "ज्ञानेन"
    },
    {
      "surface_form": "sadṛśam",
      "lemma": "sadṛśa",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "सदृशम्"
    },
    {
      "surface_form": "pavitram",
      "lemma": "pavitra",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "पवित्रम्"
    },
    {
      "surface_form": "iha",
      "lemma": "iha",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "इह"
    },
    {
      "surface_form": "vidyate",
      "lemma": "√vid",
      "grammar": "present indicative pass 3rd person singular verb",
      "senses_attested_in_panel": [
        {
          "sense": "। तत् ज्ञानं स्वयमेव योगसंसिद्धः योगेन कर्मयोगेन समाधियोगेन च संसिद्धः संस्कृतः योग्यताम् आपन्नः सन् मुमुक्षुः कालेन महत",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
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        },
        {
          "sense": "तस्मादात्मज्ञानं सर्वं पापं नाशयति इत्यर्थः",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
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        },
        {
          "sense": "ज्ञानभिन्नस्याज्ञानानिवर्तकत्वेन समूलपापनिवर्तकत्वाभावात् कारणसद्भावेन पुनः पापोदयाच्च",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
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        }
      ],
      "theme_lists": [],
      "surface_devanagari": "विद्यते"
    },
    {
      "surface_form": "tat",
      "lemma": "tad",
      "grammar": "accusative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "तत्"
    },
    {
      "surface_form": "svayam",
      "lemma": "svayam",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "स्वयम्"
    },
    {
      "surface_form": "yoga",
      "lemma": "yoga",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "योग"
    },
    {
      "surface_form": "saṃsiddhaḥ",
      "lemma": "saṃ-√sidh",
      "grammar": "nominative masculine singular participle noun",
      "senses_attested_in_panel": [
        {
          "sense": "संस्कृतः योग्यताम् आपन्नः सन् मुमुक्षुः कालेन महता आत्मनि विन्दति लभते इत्यर्थः",
          "school": "advaita",
          "weight": 0.8,
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        },
        {
          "sense": "कालेन स्वात्मनि स्वयमेव लभते",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
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        },
        {
          "sense": "संस्कृतो योग्यतामापन्नः स्वयमात्मन्यन्तःकरणे विन्दति लभते नतु योग्यतामापन्नोऽन्यदत्तं स्वनिष्ठतया न वा परनिष्ठं स्वीयतय",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
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        }
      ],
      "theme_lists": [],
      "surface_devanagari": "संसिद्धः"
    },
    {
      "surface_form": "kālena",
      "lemma": "kāla",
      "grammar": "instrumental masculine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "महता आत्मनि विन्दति लभते इत्यर्थः",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
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        },
        {
          "sense": "स्वात्मनि स्वयमेव लभते",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
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        },
        {
          "sense": "महता कर्मयोगेन संसिद्धो योग्यतां प्राप्तःसन्स्वयमेवानायासेन लभते नतु कर्मयोगं विनेत्यर्थः",
          "school": "bhakti",
          "weight": 0.8,
          "witnesses": [
            "sridhara"
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        },
        {
          "sense": "महता योगसंसिद्धो योगेन पूर्वोक्तकर्मयोगेन संसिद्धः संस्कृतो योग्यतामापन्नः स्वयमात्मन्यन्तःकरणे विन्दति लभते नतु योग्यत",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
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        }
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      "theme_lists": [],
      "surface_devanagari": "कालेन"
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      "surface_form": "ātmani",
      "lemma": "ātman",
      "grammar": "locative masculine singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "आत्मनि"
    },
    {
      "surface_form": "vindati",
      "lemma": "√vid",
      "grammar": "present indicative 3rd person singular verb",
      "senses_attested_in_panel": [
        {
          "sense": "लभते इत्यर्थः",
          "school": "advaita",
          "weight": 0.8,
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        },
        {
          "sense": "लभते नतु योग्यतामापन्नोऽन्यदत्तं स्वनिष्ठतया न वा परनिष्ठं स्वीयतया विन्दतीत्यर्थः",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
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        }
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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_4.38",
        "anandgiri_4.38"
      ],
      "score": 0.5,
      "english_rendering": "Nothing in this world equals jñāna (knowledge of the Self) as a purifier — not ritual, not austerity, not any other discipline. Śaṅkara's bhāṣya insists that jñāna alone uproots saṃsāra at its root, because it destroys ajñāna (ignorance), which is the very seed of all karma and rebirth. The qualified seeker — ripened through karma-yoga and samādhi-yoga over great time — discovers this knowledge spontaneously within the antaḥkaraṇa (inner instrument), not through external conferral.",
      "divergence_note": "योगसंसिद्धः योगेन कर्मयोगेन समाधियोगेन च संसिद्धः … कालेन महता आत्मनि विन्दति"
    },
    "viśiṣṭādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "ramanuja_4.38",
        "vedantadeshika_4.38"
      ],
      "score": 0.5,
      "english_rendering": "Ātma-jñāna (knowledge of the individual self as a mode of Bhagavān) is the supreme purifier because it destroys all sin at its root — no other object in this world accomplishes this. Rāmānuja's bhāṣya specifies that this jñāna arises through jñānākāra-karma-yoga: karma performed daily, in the form of knowledge, as worshipful service. Over time, the sādhaka (practitioner) attains it within the svātman (own self) by Bhagavān's grace operating through the vehicle of sustained practice.",
      "divergence_note": "यथोपदेशमहरहरनुष्ठीयमानं ज्ञानाकारकर्मयोगेन संसिद्धः कालेन स्वात्मनि स्वयमेव लभते"
    },
    "dvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhva_4.38",
        "jayatirtha_4.38"
      ],
      "score": 0.5,
      "english_rendering": "Jñāna of Hari's absolute supremacy — and the jīva's (individual soul's) eternal, irreducible dependence on Him — is the incomparable purifier. Madhva's brief gloss treats 4.38-39 together as the upasaṃhāra (conclusion) of the means and its fruit: the obstacle (opposition to Hari's soverignty) is named, and the liberative result (direct surrender) is announced. Purification is real, not illusory, because the jīva is really distinct from Brahman and really contaminated by tamas (darkness); no non-dual dissolution is implied.",
      "divergence_note": "तत्साधनं विरोधिफलं च तदुत्तरैरुक्त्वोपसंहरति (Madhva treats 4.38-39 jointly — no independent 4.38 prose)"
    },
    "śuddhādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "vallabha_4.38"
      ],
      "score": 0.5,
      "english_rendering": "Among tapas (austerity), dhyāna (meditation), and all other disciplines, nothing matches the purifying power of the jñāna that is the common object of both Sāṅkhya and Yoga — because this knowledge is the direct recognition of Kṛṣṇa as the one supreme reality underlying both analysis and union. Vallabha specifies that this brahma-jñāna is attained only by one whom Kṛṣṇa has anugrahed (graced) — the matta-yogi (one intoxicated by Kṛṣṇa's līlā-prasāda) receives it in time as svayam-siddha (self-accomplished) flowering within the ātman.",
      "divergence_note": "मदनुगृहीतः प्राप्नोतीति स्वयमुक्तम् … साङ्ख्ययोगैकार्थरूपज्ञानेन तुल्यं पवित्रं नास्ति"
    },
    "bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "sridhara_4.38"
      ],
      "score": 0.5,
      "english_rendering": "Among all the purifying practices — tapas (austerity), yoga, and the rest — none equals jñāna; this is the bhāgavata consensus Śrīdhara anchors matter-of-factly. He then pivots to the logical question his own commentary raises: if jñāna is so supreme, why don't all practitioners simply take it up directly? His answer: this ātma-viṣaya jñāna (knowledge whose object is the Self) arrives spontaneously and without strain (anāyāsena) only in one who has attained yogyatā (fitness) through karma-yoga over great time — it cannot be forced or bypassed.",
      "divergence_note": "तर्हि सर्वेऽप्यात्मज्ञानमेव किं नाभ्यस्यन्तीत्यत आह … कर्मयोगेन संसिद्धो योग्यतां प्राप्तः सन् स्वयमेवानायासेन लभते"
    },
    "advaita-bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhusudan_4.38"
      ],
      "score": 0.5,
      "english_rendering": "Neither in the Veda nor in ordinary worldly practice does any purifier equal jñāna, because only jñāna removes ajñāna (ignorance) at the root — destroying not merely the fruit of sin but its very seed. Madhusūdana argues with philosophical precision: other purifiers remove only the effect while the cause (ajñāna) remains, allowing sin to resurface; jñāna alone breaks the causal chain entirely. He then addresses the objection — why doesn't this jñāna arise quickly for everyone? — by specifying that the kāla (time) ripened karma-yoga-saṃskāra produces this recognition spontaneously within the antaḥkaraṇa (inner instrument), and that even a qualified aspirant cannot receive another's niṣṭhā (established orientation) as one's own.",
      "divergence_note": "ज्ञानभिन्नस्याज्ञानानिवर्तकत्वेन समूलपापनिवर्तकत्वाभावात् … नतु योग्यतामापन्नोऽन्यदत्तं स्वनिष्ठतया न वा परनिष्ठं स्वीयतया विन्दतीत्यर्थः"
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        "3.13",
        "3.17",
        "3.19",
        "3.21",
        "3.26",
        "3.27",
        "3.28",
        "3.30",
        "3.31",
        "3.35",
        "4.1",
        "4.3",
        "10.13",
        "12.8",
        "12.14",
        "15.4"
      ]
    },
    {
      "list": "स्वयम्",
      "role": "supporting",
      "other_verses_in_list": [
        "10.15",
        "12.8",
        "18.75"
      ]
    }
  ],
  "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": [
          "vidyate: vid -> √vid",
          "saṃsiddhaḥ: saṃsidh -> saṃ-√sidh",
          "vindati: vid -> √vid"
        ]
      }
    ]
  },
  "so_what_questions": [
    "If jñāna is the supreme purifier, does this verse imply that moral self-improvement, ritual purity, or even bhakti-practice are ultimately insufficient without the cognitive breakthrough of self-knowledge?",
    "Śaṅkara and Madhusūdana both say jñāna alone destroys the root (ajñāna) — does this mean every other sādhanā (practice) is remedial at best, leaving the core problem untouched?",
    "The verse specifies kālena (over time) — what does Kṛṣṇa's framing imply about shortcuts, instant enlightenment claims, or spiritual bypassing in contemporary practice culture?",
    "Rāmānuja's jñānākāra-karma-yoga fuses knowledge and action — is it possible to practice karma-yoga in a genuinely knowledge-formed way, and what distinguishes this from merely acting diligently?",
    "Vallabha adds the condition of Kṛṣṇa's anugraha (grace) as decisive — how does a practitioner hold the tension between sustained effort (karma-yoga ripening) and the irreducible role of divine gift?",
    "Śrīdhara raises the practical puzzle: if jñāna is so clearly supreme, why don't all practitioners pursue it directly? What is yogyatā (fitness/readiness) and how would a practitioner honestly assess their own?",
    "Madhusūdana notes that even a qualified person cannot receive another's niṣṭhā as their own — what does this mean for the transmission-based models in guru-śiṣya (teacher-student) lineages?"
  ],
  "everyday_applications": {
    "advaita": "When facing recurring destructive patterns — anger, craving, chronic anxiety — notice that resolving them at the symptom level (behavior, willpower) leaves the root untouched. The Advaita reading of 4.38 invites inquiry into the sense of a separate, threatened self that generates these patterns. Daily satsaṅga (truth-company), vicāra (self-inquiry), and niṣkāma-karma (action without ownership of result) are not moral hygiene but specific preparation for the recognition that dissolves the root. Progress is marked not by cleaner behavior alone, but by reduced compulsion to defend a 'me' that is increasingly seen as constructed.",
    "viśiṣṭādvaita": "The Rāmānuja reading shifts the frame from self-inquiry to service-as-knowing. Each task — professional work, care for family, civic participation — becomes jñānākāra (knowledge-formed) when performed with the understanding that the one who acts, the one served, and the fruit are all modes of Bhagavān. The application is practical: before beginning a significant task, briefly name whose instrument you are and for whose purpose. Over repeated cycles, karma stops leaving the accumulated weight (karma-saṃskāra) that distorts perception — the purification is structural.",
    "dvaita": "The Madhva reading insists the jīva is permanently and irreducibly dependent on Hari — any inflation of self-sufficiency is the specific ajñāna this verse targets. In daily life, this translates to a clear-eyed accounting of what you actually control versus what you receive: health, intelligence, timing, the presence of good guides. Purification here means regularly discharging what is called the virodha (opposition) — the habit of acting as though one is the self-originating cause. Formal surrender practices (nama-japa, prostration, explicit attribution of results to Hari) are not sentiment but philosophical accuracy.",
    "śuddhādvaita": "Vallabha's reading removes striving as the primary mechanism: brahma-jñāna arrives through Kṛṣṇa's anugraha, not through the practitioner's accumulation of merit. The everyday application is a particular quality of availability — maintaining what Puṣṭi-mārga calls sevā-bhāva (disposition of service) as an open receptive field rather than a transaction. This means releasing the scorecard of spiritual accomplishment and cultivating genuine delight in Kṛṣṇa's presence through kīrtana (singing), rūpa-dhyāna (form-contemplation), and prasāda (receiving whatever is offered). The purification happens through surrender of the calculative stance itself.",
    "bhakti": "Śrīdhara's practical insight is that yogyatā (fitness for jñāna) is a real threshold — not everyone is currently positioned to receive ātma-jñāna, and pretending otherwise wastes the actual preparatory years. The honest everyday application is an accurate self-placement question: 'What does my actual behavior reveal about my readiness?' Rather than pursuing jñāna prematurely, the practitioner who recognizes insufficient yogyatā doubles down on karma-yoga — regularity, honesty in relationships, non-grasping action — trusting that when fitness is real, the knowledge arrives anāyāsena (without strain), unrequested.",
    "advaita-bhakti": "Madhusūdana's philosophical refinement has a sharp practical implication: because no one can receive another person's niṣṭhā (established orientation) as their own, spiritual borrowing — adopting a teacher's vocabulary, posture, or reported experience without the underlying transformation — is not purification but its simulation. The application is honest interiority: regularly checking whether your spiritual framework is genuinely operative in how you respond to loss, insult, and desire, or whether it is conceptual overlay. Where the gap is real, Madhusūdana's reading prescribes returning to karma-yoga as the actual anvil — not repackaging the concept."
  },
  "primary_meaning": "Nothing in this world purifies like knowledge of the Self, and one who is ripened through yoga finds it arising in time, within oneself."
}