{
  "verse_id": "17.15",
  "mūla": {
    "devanāgarī": "अनुद्वेग-करं वाक्यं सत्यं प्रिय-हितं च यत् | स्वाध्यायाभ्यसनं चैव वाङ्-मयं तप उच्यते",
    "iast": "anudvega-karaṃ vākyaṃ satyaṃ priya-hitaṃ ca yat | svādhyāyābhyasanaṃ caiva vāṅ-mayaṃ tapa ucyate",
    "chapter_position": "Chapter 17 (Śraddhātraya-Vibhāga-Yoga (The Yoga of Distinction of Threefold Faith)), verse 15",
    "speaker": "Krishna",
    "addressed_to": "Arjuna"
  },
  "word_by_word": [
    {
      "surface_form": "anudvega",
      "lemma": "anudvega",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "अनुद्वेग"
    },
    {
      "surface_form": "karam",
      "lemma": "kara",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "करम्"
    },
    {
      "surface_form": "vākyam",
      "lemma": "vākya",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "वाक्यम्"
    },
    {
      "surface_form": "satyam",
      "lemma": "satya",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "सत्यम्"
    },
    {
      "surface_form": "priya",
      "lemma": "priya",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "प्रिय"
    },
    {
      "surface_form": "hitam",
      "lemma": "hita",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "हितम्"
    },
    {
      "surface_form": "ca",
      "lemma": "ca",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "च"
    },
    {
      "surface_form": "yat",
      "lemma": "yad",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "यत्"
    },
    {
      "surface_form": "svādhyāya",
      "lemma": "svādhyāya",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "स्वाध्याय"
    },
    {
      "surface_form": "abhyasanam",
      "lemma": "abhyasana",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "अभ्यसनम्"
    },
    {
      "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": "vāc",
      "lemma": "vāc",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "वाच्"
    },
    {
      "surface_form": "mayam",
      "lemma": "maya",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "मयम्"
    },
    {
      "surface_form": "tapaḥ",
      "lemma": "tapas",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "तपः"
    },
    {
      "surface_form": "ucyate",
      "lemma": "√vac",
      "grammar": "present indicative pass 3rd person singular verb",
      "senses_attested_in_panel": [
        {
          "sense": "। एवकारः प्राक् विशेषणसमुच्चयावधारणे व्याख्यातः।",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "उच्यते"
    }
  ],
  "intertextual_panel": [
    {
      "verse": "18.65",
      "type": "lemma-family resonance",
      "score": 0.9159,
      "feature_breakdown": {
        "cosine": 0.8559,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 12.3628,
        "stem_prefix": 6.0
      }
    },
    {
      "verse": "17.18",
      "type": "near-cluster echo",
      "score": 0.9138,
      "feature_breakdown": {
        "cosine": 0.8338,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 10.6218,
        "stem_prefix": 8.0
      }
    },
    {
      "verse": "3.9",
      "type": "lemma-family resonance",
      "score": 0.9003,
      "feature_breakdown": {
        "cosine": 0.8203,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 12.2482,
        "stem_prefix": 8.0
      }
    },
    {
      "verse": "10.19",
      "type": "shared-vocabulary echo",
      "score": 0.8926,
      "feature_breakdown": {
        "cosine": 0.8326,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 6.9108,
        "stem_prefix": 6.0
      }
    },
    {
      "verse": "6.12",
      "type": "shared-vocabulary echo",
      "score": 0.8921,
      "feature_breakdown": {
        "cosine": 0.8421,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 7.4171,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "13.11",
      "type": "thematic-similarity",
      "score": 0.8906,
      "feature_breakdown": {
        "cosine": 0.8406,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 4.0934,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "18.31",
      "type": "shared-vocabulary echo",
      "score": 0.8903,
      "feature_breakdown": {
        "cosine": 0.8303,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 6.5997,
        "stem_prefix": 6.0
      }
    },
    {
      "verse": "17.28",
      "type": "lemma-family resonance",
      "score": 0.8902,
      "feature_breakdown": {
        "cosine": 0.8202,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.9516,
        "stem_prefix": 7.0
      }
    }
  ],
  "doctrinal_projections": {
    "advaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "shankara_17.15",
        "anandgiri_17.15"
      ],
      "score": 0.5,
      "english_rendering": "Speech that is free from causing agitation (anudvegakaram) to any being, that is truthful (satyam), and simultaneously agreeable and genuinely beneficial (priya-hitam) — these four qualifications must all be present together, not merely one or two; a statement satisfying only some is not verbal austerity. Additionally, regular recitation and study of scripture (svadyayabhyasanam) performed according to injunction constitutes vangmayam tapah. Shankara insists on the conjunctive completeness: a kind but false word fails; a true but harmful word fails equally — all four marks must coexist without diminishment."
    },
    "viśiṣṭādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "ramanuja_17.15",
        "vedantadeshika_17.15"
      ],
      "score": 0.5,
      "english_rendering": "Words directed toward others that do not cause disturbance (paresham anudvegakaram), that are true, agreeable, and beneficial — along with the practice of scriptural self-study (svadyayabhyasanam) — constitute verbal austerity as service offered to Bhagavan. Ramanuja's brevity here is itself significant: speech as kainkarya is not elaborated but quietly affirmed; every syllable of truth-bearing, non-agitating speech to another being is an act of devotion within the body of the Lord."
    },
    "dvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhva_17.15",
        "jayatirtha_17.15"
      ],
      "score": 0.5,
      "english_rendering": "*Vāṅ-maya tapa* (austerity of speech) is speech that neither agitates nor misleads — *anudvega-karaṃ vākyaṃ satyaṃ priya-hitaṃ ca yat*. For the *paratantra* *jīva* (the eternally dependent individual self), every utterance is either an expression of correct subordination to *svatantra* (the independently real, self-sufficient) Hari or a deviation from it. Speech that causes *udvega* (agitation) in others proceeds from the *jīva*'s disordered self-assertion; truthful speech that is also gentle and beneficial (*priya-hitam*) reflects the *jīva*'s proper position within *pañca-bheda* (the five-fold real distinction). *Svādhyāya* (Vedic self-study) and its *abhyasana* (repeated practice) complete this discipline — the tongue occupied with sacred recitation is a tongue anchored in *bhakti* (devotion) as ontological subordination to Viṣṇu. Truth told without these conditions — without gentleness, without benefit to the hearer, without devotional recitation — does not constitute *vāṅ-maya tapa*. All four qualities converge: non-agitation, truth, pleasing manner, genuine benefit, and scriptural repetition, each condition real and distinct, none collapsible into the others.",
      "divergence_note": "Bhāṣya absent for this verse; reading drawn directly from dvaita siddhānta primitives applied to the mūla.",
      "provenance": "siddhānta_reconstruction"
    },
    "śuddhādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "vallabha_17.15"
      ],
      "score": 0.5,
      "english_rendering": "Vallabhacharya's commentary on this verse is not extant in the transmitted panel. In the Pushti-marga frame, verbal austerity is not effort but prasada — speech becomes tapas only when it flows as Krishnaarpanam (offering to Krishna). Anudvegakaram speech is the natural outflow of a soul steeped in Krishna's lila; truth, agreeableness, and benefit arise not by discipline alone but by the grace that transforms the speaker. Flagged: bhashya absent; rendering is a principled Shuddhadvaita projection."
    },
    "bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "sridhara_17.15"
      ],
      "score": 0.5,
      "english_rendering": "Sridhara defines verbal austerity (vacikam tapah) through four precise marks: non-agitation (udvegam bhayam na karotiti anudvegakaram), truthfulness (satyam), agreeableness to the hearer at the moment of hearing (priyam), and benefit in the long run — that which causes happiness upon maturation (pariname sukhakaram, i.e., hitam). Scripture-study (vedabhyasah) is also verbal austerity. The bhakti inflection: speech is tapas when its truth serves the listener's spiritual welfare, not merely their pleasure."
    },
    "advaita-bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhusudan_17.15"
      ],
      "score": 0.5,
      "english_rendering": "Madhusudana carefully distinguishes the four qualifications: anudvegakaram means 'not causing sorrow to anyone'; satyam means 'grounded in valid means of knowledge (pramanamulam), conveying uncontradicted meaning (abadhitartham)'; priyam means 'pleasing to the hearer at the moment of hearing'; hitam means 'productive of welfare upon maturation.' The conjunction (cakara) gathers all four — a word lacking even one is disqualified. He then adds svadyayabhyasanam as vedabhyasa performed according to injunction, completing the two-limbed definition of verbal austerity, parallel to the bodily austerity treated in the preceding verse."
    },
    "vishishtadvaita": {
      "score": 0.5
    },
    "shuddhadvaita": {
      "score": 0.5
    }
  },
  "prosodic_information": {
    "meter": "anuṣṭubh",
    "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,
      "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": [
          "ucyate: vac -> √vac"
        ]
      }
    ]
  },
  "so_what_questions": [
    "Shankara requires all four marks simultaneously — what does it reveal about your habitual speech that you most often satisfy only two or three of them?",
    "Hitam (beneficial in the long run) and priyam (pleasing right now) are in tension in most difficult conversations — when have you sacrificed one for the other, and what was the cost?",
    "If svadyayabhyasanam (scriptural self-study) is itself verbal austerity, what does that say about the relationship between what you read aloud and what you become?",
    "Anudvegakaram literally means 'not producing agitation' — is the avoidance of causing fear or distress a passive constraint or an active discipline in your speech practice?",
    "The Dvaita and Shuddhadvaita bhashyas are absent for this verse — what interpretive risk do you take when you fill a silence with your own projection, and how does the panel structure make that risk visible?",
    "Madhusudana grounds satyam in pramanamulam (valid means of knowledge) — by that standard, how much of what you call 'honest speech' is actually unverified belief stated confidently?",
    "Sridhara distinguishes priyam (immediate pleasure) from hitam (long-term benefit): in professional or familial contexts, is there a speech act this week where you chose one at the expense of the other?"
  ],
  "everyday_applications": {
    "advaita": "Before speaking a correction or criticism, run the Shankara checklist silently: is it true, non-agitating, agreeable in form, and genuinely beneficial? If any one mark is absent, delay or reframe — not because feelings matter more than truth, but because incomplete verbal tapas is not tapas at all.",
    "vishishtadvaita": "Treat every conversation in which you tell someone a difficult truth — a colleague, a student, a family member — as kainkarya: you are an instrument of Bhagavan's care for that person. Let that frame shift your tone from corrector to server.",
    "dvaita": "When you notice your speech is performing autonomy — claiming credit, asserting superiority, dismissing others — recognize it as the jiva's forgetfulness of Hari's sovereignty. Redirect: speak as a dependent being reporting what is true, not as a self-sufficient authority.",
    "shuddhadvaita": "Choose one conversation today and preface it internally with 'Krishnaarpanam' (offered to Krishna). Notice whether that single act of dedication changes what you say, how you say it, or what you choose not to say.",
    "bhakti": "Sridhara's pariname sukhakaram (that which produces happiness upon maturation) is a long-horizon standard. Before a hard conversation, ask: 'Will this person, a year from now, be grateful I said this?' If yes, say it — gently, truly, without agitation.",
    "advaita-bhakti": "Madhusudana's pramanamulam standard for satyam: before stating something as fact, ask what your actual means of knowledge (pramanam) is. Direct perception, inference, or reliable testimony? If none of these, flag it as belief or hypothesis — that discipline is itself vedabhyasa (scriptural study) applied to daily speech."
  },
  "primary_meaning": "Speech is verbal austerity when it neither distresses nor deceives, is pleasing to hear, and serves the listener's real good, along with the regular recitation of scripture."
}