{
  "verse_id": "9.14",
  "mūla": {
    "devanāgarī": "सततं कीर्तयन्तो मां यतन्तश् च दृढ-व्रताः | नमस्यन्तश् च मां भक्त्या नित्य-युक्ता उपासते",
    "iast": "satataṃ kīrtayanto māṃ yatantaś ca dṛḍha-vratāḥ | namasyantaś ca māṃ bhaktyā nitya-yuktā upāsate",
    "chapter_position": "Chapter 9 (Rāja-Vidyā-Rāja-Guhya-Yoga (The Yoga of Royal Knowledge and Royal Mystery)), verse 14",
    "speaker": "Krishna",
    "addressed_to": "Arjuna"
  },
  "word_by_word": [
    {
      "surface_form": "satatam",
      "lemma": "satatam",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "सततम्"
    },
    {
      "surface_form": "kīrtayantaḥ",
      "lemma": "√kīrtay",
      "grammar": "nominative masculine plural present participle verb",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "कीर्तयन्तः"
    },
    {
      "surface_form": "mām",
      "lemma": "mad",
      "grammar": "accusative singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "माम्"
    },
    {
      "surface_form": "yatantaḥ",
      "lemma": "√yat",
      "grammar": "nominative masculine plural present participle verb",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "यतन्तः"
    },
    {
      "surface_form": "ca",
      "lemma": "ca",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "च"
    },
    {
      "surface_form": "dṛḍha",
      "lemma": "dṛḍha",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "दृढ"
    },
    {
      "surface_form": "vratāḥ",
      "lemma": "vrata",
      "grammar": "nominative masculine plural noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "व्रताः"
    },
    {
      "surface_form": "namasyantaḥ",
      "lemma": "√namasy",
      "grammar": "nominative masculine plural present participle verb",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "नमस्यन्तः"
    },
    {
      "surface_form": "ca",
      "lemma": "ca",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "च"
    },
    {
      "surface_form": "mām",
      "lemma": "mad",
      "grammar": "accusative singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "माम्"
    },
    {
      "surface_form": "bhaktyā",
      "lemma": "bhakti",
      "grammar": "instrumental feminine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "नित्ययुक्ताः सन्तः उपासते सेवन्ते",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara",
            "anandgiri"
          ]
        },
        {
          "sense": "चरणसेवया मां पुरुषोत्तमं सर्वत्र उपासते दास्यभावेन भजन्ते",
          "school": "śuddhādvaita",
          "weight": 0.8,
          "witnesses": [
            "vallabha"
          ]
        },
        {
          "sense": "मद्विषयेण परेण प्रेम्णा नित्ययुक्ताः सर्वदा संयुक्ताः",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "भक्त्या"
    },
    {
      "surface_form": "nitya",
      "lemma": "nitya",
      "grammar": "compound (compound member)",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "नित्य"
    },
    {
      "surface_form": "yuktāḥ",
      "lemma": "√yuj",
      "grammar": "nominative masculine plural participle noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "युक्ताः"
    },
    {
      "surface_form": "upāsate",
      "lemma": "√upās",
      "grammar": "present indicative 3rd person plural verb",
      "senses_attested_in_panel": [
        {
          "sense": "सेवन्ते",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        },
        {
          "sense": "दास्यभावेन भजन्ते",
          "school": "śuddhādvaita",
          "weight": 0.8,
          "witnesses": [
            "vallabha"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "उपासते"
    }
  ],
  "intertextual_panel": [
    {
      "verse": "8.14",
      "type": "cross-chapter thematic parallel",
      "score": 0.9471,
      "feature_breakdown": {
        "cosine": 0.8671,
        "theme_graph": 3.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.1736,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "12.2",
      "type": "cross-chapter thematic parallel",
      "score": 0.9458,
      "feature_breakdown": {
        "cosine": 0.8658,
        "theme_graph": 3.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.3646,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "9.22",
      "type": "cross-chapter thematic parallel",
      "score": 0.9269,
      "feature_breakdown": {
        "cosine": 0.8469,
        "theme_graph": 2.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.3646,
        "stem_prefix": 6.0
      }
    },
    {
      "verse": "7.17",
      "type": "cross-chapter thematic parallel",
      "score": 0.9109,
      "feature_breakdown": {
        "cosine": 0.8409,
        "theme_graph": 2.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.8372,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "12.6",
      "type": "shared-vocabulary echo",
      "score": 0.902,
      "feature_breakdown": {
        "cosine": 0.852,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 7.9504,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "11.52",
      "type": "cross-chapter thematic parallel",
      "score": 0.8985,
      "feature_breakdown": {
        "cosine": 0.8385,
        "theme_graph": 1.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.2569,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "12.1",
      "type": "cross-chapter thematic parallel",
      "score": 0.897,
      "feature_breakdown": {
        "cosine": 0.837,
        "theme_graph": 1.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 12.2727,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "9.28",
      "type": "cross-chapter thematic parallel",
      "score": 0.893,
      "feature_breakdown": {
        "cosine": 0.853,
        "theme_graph": 1.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 6.1012,
        "stem_prefix": 3.0
      }
    }
  ],
  "doctrinal_projections": {
    "advaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "shankara_9.14",
        "anandgiri_9.14"
      ],
      "score": 0.5,
      "english_rendering": "Always glorifying Me — the Brahman-formed (brahmasvarūpa) Lord — they strive through the disciplines of sense-withdrawal (indriyopasaṃhāra), equanimity (śama), restraint (dama), compassion (dayā), and non-injury (ahiṃsā). Of firm vow (dṛḍhavrata), unshakeable in their resolve, they bow to Me, the inner ruler (hṛdayeśa), the very Self (ātman), and thus, perpetually yoked (nityayukta), they serve. The bhāṣya underscores that kīrtana here is not mere sound but the act of holding the mind on Brahman's form through the entire regimen of sādhana-dharmas."
    },
    "viśiṣṭādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "ramanuja_9.14",
        "vedantadeshika_9.14"
      ],
      "score": 0.5,
      "english_rendering": "These devotees cannot sustain even a moment's existence (ātmadhāraṇam) without kīrtana, striving, or prostration to Bhagavān — so acute is their love (matpriyatva). Recalling the auspicious names Śrīrāma, Nārāyaṇa, Kṛṣṇa, Vāsudeva, their limbs thrill with horripilation (pulakitasarvāṅga) and their throats choke with joy; they prostrate full-length on whatever ground lies beneath — dust, mud, gravel unminded — with all eight members (aṣṭāṅga-praṇipāta). Ever intent on divine service (maddāsyavyavasāyin), they worship as those for whom separation from the Lord is existential annihilation."
    },
    "dvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhva_9.14",
        "jayatirtha_9.14"
      ],
      "score": 0.5,
      "english_rendering": "*Satataṃ kīrtayanto māṃ* — the *paratantra* (eternally dependent) *jīva* glorifies the *svatantra* (independently real, self-sufficient) Hari without interruption. *Yatantaś ca dṛḍha-vratāḥ*: the striving is disciplined by firm vow, not casual inclination — effort here is the jīva's essential mode of relating to the Lord across the unbridgeable *bheda* (real distinction) that separates creature from creator. *Namasyantaś ca māṃ bhaktyā*: prostration is not rhetorical gesture but the bodily enactment of ontological subordination, the *pañca-bheda* (the five-fold real distinction: Lord–jīva, Lord–matter, jīva–jīva, jīva–matter, matter–matter) made visible in the bowing form. *Nitya-yuktā upāsate*: they worship as those perpetually yoked — *nitya-yukta* names the condition of one whose very being is ordered toward Hari, not one who adopts worship as a temporary practice. Across all four activities — *kīrtana*, striving, *namaskāra*, *upāsanā* — the worshipper remains irreducibly distinct from the worshipped; *bhakti* is not a stage dissolving into identity but the eternal texture of liberated existence within *taratamya* (graded ontological hierarchy), where the highest station is everlasting service to the sovereign Lord.",
      "divergence_note": "No extant Madhva or Jayatīrtha bhāṣya on this śloka; reading reconstructed from dvaita siddhānta primitives applied directly 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_9.14"
      ],
      "score": 0.5,
      "english_rendering": "Vallabha reads this verse as a map of the five external and internal modes of bhajana: vācika-kīrtana (vocal glorification, 'satatam kīrtayantaḥ'), śravaṇa-arcana (hearing and worship, 'yatantaḥ'), smaraṇa through the firm observances (dṛḍhavratāḥ — the eleven sacred days, Ekādaśī, Janmāṣṭamī, Rāmanavamī and the rest), vandana (prostration, 'namasyantaḥ'), and dāsya-bhajana ('upāsate' with 'bhaktyā'). The qualifier nityayuktāḥ signals not mere regularity but the yogic completion (yogasiddhī) by which all these forms of service flow continuously from Kṛṣṇa's own prasāda (grace) rather than personal effort."
    },
    "bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "sridhara_9.14"
      ],
      "score": 0.5,
      "english_rendering": "Śrīdhara, characteristically terse, distributes the four participles among distinct groups of devotees: some worship always through hymns and mantras (stotra-mantrādibhiḥ); others exert themselves in worship of the Lord and sense-restraint (īśvarapūjādiṣu indriyopasaṃhārādiṣu); others prostrate with devotion. The phrase nityayuktāḥ — perpetually intent, unhurriedly attentive (anavaratam avahitāḥ) — applies transversely to all three groups, as does bhaktyā: both qualifiers are to be understood as governing kīrtana and all the other activities together, not only the final verb."
    },
    "advaita-bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhusudan_9.14"
      ],
      "score": 0.5,
      "english_rendering": "Madhusūdana maps the four activities onto the three stages of Vedāntic sādhana with surgical precision: kīrtana is śravaṇa (hearing the mahāvākyas through a Brahman-rooted guru); yatana is manana (relentless tarka that cannot be dislodged by counter-argument, tarka-anusandhāna); dṛḍhavratāḥ refers to the five yamas of Patañjali — ahiṃsā, satya, asteya, brahmacarya, aparigraha — declared mahāvrata because they admit no exception by caste, place, time, or occasion; namaskāra is nididhyāsana, the unbroken flow of like-minded cognitions (vijātīyapratyayānanntarita-sajātīyapratyayapravāha). Bhaktyā here denotes the supreme love for Bhagavān as both iṣṭa-devatā and guru, which Śvetāśvatara Upaniṣad declares the condition under which all these meanings illumine the mahātman."
    }
  },
  "prosodic_information": {
    "meter": "anuṣṭubh",
    "meter_shift_from_previous": true,
    "meter_shift_to_next": false,
    "pragmatic_context": {
      "vocative": "",
      "preceding_question": "",
      "following_response": ""
    }
  },
  "theme_list_memberships": [
    {
      "list": "नित्य",
      "role": "supporting",
      "other_verses_in_list": [
        "1.1",
        "2.12",
        "2.14",
        "2.18",
        "2.20",
        "2.21",
        "2.24",
        "2.26",
        "2.30",
        "2.45",
        "3.15",
        "3.31",
        "3.39",
        "4.8",
        "4.20",
        "5.3",
        "7.17",
        "8.14",
        "9.6",
        "9.22",
        "9.33",
        "10.9",
        "11.52",
        "12.2",
        "13.9",
        "13.11",
        "15.5",
        "18.52"
      ]
    },
    {
      "list": "नित्ययुक्त",
      "role": "supporting",
      "other_verses_in_list": [
        "8.14"
      ]
    },
    {
      "list": "नित्ययुक्ताः",
      "role": "supporting",
      "other_verses_in_list": [
        "12.2"
      ]
    },
    {
      "list": "भक्त्या",
      "role": "supporting",
      "other_verses_in_list": [
        "8.10",
        "8.22",
        "9.26",
        "9.29",
        "11.54",
        "18.55"
      ]
    },
    {
      "list": "युक्त",
      "role": "supporting",
      "other_verses_in_list": [
        "1.14",
        "2.28",
        "2.39",
        "2.50",
        "2.51",
        "2.61",
        "2.64",
        "2.66",
        "3.26",
        "3.36",
        "4.18",
        "5.6",
        "5.7",
        "5.8",
        "5.12",
        "5.21",
        "5.23",
        "5.26",
        "6.8",
        "6.14",
        "6.17",
        "6.18",
        "6.29",
        "6.47",
        "7.17",
        "7.18",
        "7.22",
        "7.30",
        "8.8",
        "8.10",
        "8.14",
        "8.27",
        "9.22",
        "9.28",
        "9.34",
        "10.10",
        "12.1",
        "12.2",
        "15.14",
        "17.5",
        "17.17",
        "18.28",
        "18.51"
      ]
    }
  ],
  "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": [
          "kīrtayantaḥ: kīrtay -> √kīrtay",
          "yatantaḥ: yat -> √yat",
          "namasyantaḥ: namasy -> √namasy",
          "yuktāḥ: yuj -> √yuj",
          "upāsate: upās -> √upās"
        ]
      }
    ]
  },
  "so_what_questions": [
    "If kīrtana (glorification) is the first-named activity, what does each school make of the relationship between sound, memory, and presence — is the Name a pointer to Brahman or a direct vehicle of Bhagavān?",
    "Rāmānuja insists devotees cannot survive even a moment's separation (kṣaṇāṇumātra); Śaṅkara emphasizes disciplined striving. Does the verse describe a single path or a spectrum — and which end is prior?",
    "Vallabha reads 'dṛḍhavratāḥ' as specific sacred-calendar observances; Madhusūdana reads the same word as Patañjali's yamas. What is at stake in this interpretive choice — is ethics grounded in calendar or in universal principle?",
    "Madhusūdana maps the verse onto śravaṇa-manana-nididhyāsana; does collapsing devotion into epistemology enrich or diminish the verse's intent, and what is lost if bhakti is entirely absorbed into jñāna-mārga?",
    "All schools agree on 'nityayuktāḥ' (perpetually yoked) as crucial; what is the difference between nityayoga as unbroken aspiration (Rāmānuja's ākāṅkṣamāṇāḥ) versus nityayoga as accomplished yogic completion (Vallabha's yogasiddhirītyā)?",
    "Śrīdhara distributes the four participles among distinct types of devotees; other schools apply all four to a single sādhaka. Which reading better fits the grammatical structure of the verse, and what theological consequence follows from each choice?",
    "The verse describes mahātmānaḥ (9.13) at worship — these are already great souls. Is this a prescription for aspiring devotees or a phenomenology of those who have arrived, and does the answer differ by school?"
  ],
  "everyday_applications": {
    "advaita": "Begin each morning with deliberate recollection that the awareness registering the first thought is itself Brahman — this is kīrtana-as-inner-recognition. Then carry the five śama-dama disciplines (equanimity, restraint, withdrawal, endurance, focus) into ordinary interactions: a moment of irritation becomes a test-bench for dama, not a moral failure. The verse asks not for grand ritual but for the cumulative weight of dṛḍhavrata — resolve that holds its shape under ordinary friction.",
    "viśiṣṭādvaita": "Let the divine Name become the texture of the day rather than a scheduled block: Rāmānuja's devotees cannot go a moment without kīrtana, which means the Name rides on the breath during commutes, on the hands during repetitive work, at the threshold of sleep. Prostration (namaskāra) need not wait for a temple — it is the inner posture of recognizing that the outcome of each effort belongs to Bhagavān, not to oneself. The aṣṭāṅga-praṇipāta is not only physical; it is the full relinquishment of the sense of ownership over body, speech, and intellect.",
    "dvaita": "Dvaita's application is stark: worship Hari as an irreducibly Other being, not as a mirror of your own consciousness. In practice, this means maintaining a concrete, devotional relationship — image, mantra, set times — without allowing it to dissolve into 'I am That' thinking. The permanent distinction (bheda) between jīva and Hari is not a limitation to outgrow; it is the very condition that makes love possible. Service (sevā) remains meaningful precisely because the one you serve is genuinely different from you.",
    "śuddhādvaita": "Vallabha's calendar of dṛḍhavratāḥ — Ekādaśī, Janmāṣṭamī, and the other sacred days — gives the year a rhythm of intensification and release. Everyday application means organizing time around these peaks: not as obligations to discharge but as Kṛṣṇa's own festivals in which one is a participant. On ordinary days, the five limbs of bhajana (kīrtana, śravaṇa, smaraṇa, vandana, dāsya) are distributed through the day's activities — vocal in the morning, attentive listening at midday, remembrance in transition moments, prostration at dusk, service-orientation in all work.",
    "bhakti": "Śrīdhara's practical wisdom is in his distributive reading: not every person must perform all four activities equally. Find your primary mode — some are singers (stotra-mantra), some are ritual worshippers (pūjā), some are given to prostration and pilgrimage — and pursue it with nityayukta-attentiveness, that unhurried wakefulness (anavaratam avahitāḥ) which does not drift even inside familiar practice. Bhaktyā and nityayuktāḥ are the two constants regardless of which mode you lead with; everything else is the form bhakti takes in you.",
    "advaita-bhakti": "Madhusūdana's synthesis suggests that intellectual work and devotion are not rivals for the same time. Śravaṇa (deep study with a qualified teacher), manana (sustained reasoning that removes doubt without exception of circumstance — Patañjali's mahāvrata), and nididhyāsana (contemplation flowing without interruption) are themselves forms of worship when the object is Bhagavān recognized as both iṣṭa-devatā and guru. In daily life: keep a regular relationship with a lineage-text and a teacher, hold your ethical commitments as mahāvrata (not situational), and let the resulting śraddhā open into continuous interior prostration — this is nididhyāsana in action."
  },
  "primary_meaning": "Always singing your praises, striving with firm vows, bowing before you with devotion, they remain perpetually absorbed in worship."
}
