{
  "verse_id": "8.22",
  "mūla": {
    "devanāgarī": "पुरुषः स परः पार्थ भक्त्या लभ्यस् त्व् अनन्यया | यस्यान्तः-स्थानि भूतानि येन सर्वम् इदं ततम्",
    "iast": "puruṣaḥ sa paraḥ pārtha bhaktyā labhyas tv ananyayā | yasyāntaḥ-sthāni bhūtāni yena sarvam idaṃ tatam",
    "chapter_position": "Chapter 8 (Akṣara-Brahma-Yoga (The Yoga of the Imperishable Brahman)), verse 22",
    "speaker": "Krishna",
    "addressed_to": "Arjuna"
  },
  "word_by_word": [
    {
      "surface_form": "puruṣaḥ",
      "lemma": "puruṣa",
      "grammar": "nominative masculine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "पुरि शयनात् पूर्णत्वाद्वा स परः पार्थ परः निरतिशयः यस्मात् पुरुषात् न परं किञ्चित्",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        },
        {
          "sense": "सः इति श्लोके तुशब्देनार्थान्तरद्योतनात्अनन्यया भक्त्या इत्यस्य सामर्थ्यात्पुरुषशब्दस्य परमात्मनि पुरिशयत्वपूर्णत्वपूर्",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
            "vedantadeshika"
          ]
        },
        {
          "sense": "स पर इति",
          "school": "śuddhādvaita",
          "weight": 0.8,
          "witnesses": [
            "vallabha"
          ]
        },
        {
          "sense": "परमात्माहमेव",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "पुरुषः"
    },
    {
      "surface_form": "sa",
      "lemma": "tad",
      "grammar": "nominative masculine singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "स"
    },
    {
      "surface_form": "paraḥ",
      "lemma": "para",
      "grammar": "nominative masculine singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "परः"
    },
    {
      "surface_form": "pārtha",
      "lemma": "pārtha",
      "grammar": "vocative masculine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "परः निरतिशयः यस्मात् पुरुषात् न परं किञ्चित्",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "पार्थ"
    },
    {
      "surface_form": "bhaktyā",
      "lemma": "bhakti",
      "grammar": "instrumental feminine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "लभ्यस्तु ज्ञानलक्षणया अनन्यया आत्मविषयया",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        },
        {
          "sense": "लभ्यः।अथ आत्मयाथात्म्यविदः परमपुरुषनिष्ठस्य च साधारणीम् अर्चिरादिकां गतिम् आह द्वयोः अपि अर्चिरादिका गतिः श्रुतौ श्रुता",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
            "ramanuja",
            "vedantadeshika"
          ]
        },
        {
          "sense": "युक्तः [8",
          "school": "dvaita",
          "weight": 0.8,
          "witnesses": [
            "jayatirtha"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "भक्त्या"
    },
    {
      "surface_form": "labhyaḥ",
      "lemma": "labh",
      "grammar": "nominative masculine singular gdv noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "लभ्यः"
    },
    {
      "surface_form": "tu",
      "lemma": "tu",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "तु"
    },
    {
      "surface_form": "ananyayā",
      "lemma": "ananya",
      "grammar": "instrumental feminine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "आत्मविषयया",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        },
        {
          "sense": "भक्त्या लभ्यः",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
            "ramanuja"
          ]
        },
        {
          "sense": "न विद्यतेऽन्यो विषयो यस्यां तया प्रेमलक्षणया भक्त्यैव लभ्यो नान्यथा",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "अनन्यया"
    },
    {
      "surface_form": "yasya",
      "lemma": "yad",
      "grammar": "genitive masculine singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "पुरुषस्य अन्तःस्थानि मध्यस्थानि भूतानि कार्यभूतानि कार्यं हि कारणस्य अन्तर्वर्ति भवति",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        },
        {
          "sense": "पृथिवी शरीरं [बृ.उ.3",
          "school": "śuddhādvaita",
          "weight": 0.8,
          "witnesses": [
            "vallabha"
          ]
        },
        {
          "sense": "कारणभूतस्यान्तर्मध्ये भूतानि स्थितानि",
          "school": "bhakti",
          "weight": 0.8,
          "witnesses": [
            "sridhara"
          ]
        },
        {
          "sense": "पुरुषस्यान्तःस्थान्यन्तर्वतीनि भूतानि सर्वाणि कार्याणि",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "यस्य"
    },
    {
      "surface_form": "antar",
      "lemma": "antar",
      "grammar": "",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "अन्तर्"
    },
    {
      "surface_form": "sthāni",
      "lemma": "stha",
      "grammar": "nominative neuter plural noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "स्थानि"
    },
    {
      "surface_form": "bhūtāni",
      "lemma": "bhūta",
      "grammar": "nominative neuter plural noun",
      "senses_attested_in_panel": [
        {
          "sense": "कार्यभूतानि कार्यं हि कारणस्य अन्तर्वर्ति भवति",
          "school": "advaita",
          "weight": 0.8,
          "witnesses": [
            "shankara"
          ]
        },
        {
          "sense": "येन च परेण पुरुषेण सर्वम् इदं ततं स परपुरुषो अनन्यचेताः सततम् (गीता 8।14) इति अनन्यया भक्त्या लभ्यः।अथ आत्मयाथात्म्यविद",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
            "ramanuja"
          ]
        },
        {
          "sense": "इति साक्षराणि",
          "school": "śuddhādvaita",
          "weight": 0.8,
          "witnesses": [
            "vallabha"
          ]
        },
        {
          "sense": "स्थितानि",
          "school": "bhakti",
          "weight": 0.8,
          "witnesses": [
            "sridhara"
          ]
        },
        {
          "sense": "सर्वाणि कार्याणि",
          "school": "advaita-bhakti",
          "weight": 0.8,
          "witnesses": [
            "madhusudan"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "भूतानि"
    },
    {
      "surface_form": "yena",
      "lemma": "yad",
      "grammar": "instrumental masculine singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "येन"
    },
    {
      "surface_form": "sarvam",
      "lemma": "sarva",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [
        {
          "sense": "इदं ततं स परपुरुषो अनन्यचेताः सततम् (गीता 8",
          "school": "viśiṣṭādvaita",
          "weight": 0.8,
          "witnesses": [
            "ramanuja",
            "vedantadeshika"
          ]
        }
      ],
      "theme_lists": [],
      "surface_devanagari": "सर्वम्"
    },
    {
      "surface_form": "idam",
      "lemma": "idam",
      "grammar": "nominative neuter singular noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "इदम्"
    },
    {
      "surface_form": "tatam",
      "lemma": "√tan",
      "grammar": "nominative neuter singular participle noun",
      "senses_attested_in_panel": [],
      "theme_lists": [],
      "surface_devanagari": "ततम्"
    }
  ],
  "intertextual_panel": [
    {
      "verse": "2.21",
      "type": "long-distance thematic echo",
      "score": 0.9172,
      "feature_breakdown": {
        "cosine": 0.8463,
        "theme_graph": 2.0,
        "vocative": 0.0,
        "substring": 0.0544,
        "lemma_overlap": 10.4852,
        "stem_prefix": 4.0
      }
    },
    {
      "verse": "9.13",
      "type": "cross-chapter thematic parallel",
      "score": 0.9,
      "feature_breakdown": {
        "cosine": 0.84,
        "theme_graph": 2.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 9.3577,
        "stem_prefix": 4.0
      }
    },
    {
      "verse": "11.38",
      "type": "cross-chapter thematic parallel",
      "score": 0.8981,
      "feature_breakdown": {
        "cosine": 0.8372,
        "theme_graph": 1.0,
        "vocative": 0.0,
        "substring": 0.0544,
        "lemma_overlap": 9.7465,
        "stem_prefix": 4.0
      }
    },
    {
      "verse": "11.15",
      "type": "lemma-family resonance",
      "score": 0.8967,
      "feature_breakdown": {
        "cosine": 0.8367,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 10.0793,
        "stem_prefix": 6.0
      }
    },
    {
      "verse": "8.10",
      "type": "cross-chapter thematic parallel",
      "score": 0.8955,
      "feature_breakdown": {
        "cosine": 0.8355,
        "theme_graph": 2.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 12.4523,
        "stem_prefix": 4.0
      }
    },
    {
      "verse": "2.55",
      "type": "long-distance thematic echo",
      "score": 0.8952,
      "feature_breakdown": {
        "cosine": 0.8452,
        "theme_graph": 1.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.0539,
        "stem_prefix": 4.0
      }
    },
    {
      "verse": "8.20",
      "type": "near-cluster echo",
      "score": 0.8943,
      "feature_breakdown": {
        "cosine": 0.8443,
        "theme_graph": 0.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 9.7526,
        "stem_prefix": 5.0
      }
    },
    {
      "verse": "8.28",
      "type": "cross-chapter thematic parallel",
      "score": 0.8914,
      "feature_breakdown": {
        "cosine": 0.8314,
        "theme_graph": 2.0,
        "vocative": 0.0,
        "substring": 0.0,
        "lemma_overlap": 11.1463,
        "stem_prefix": 4.0
      }
    }
  ],
  "doctrinal_projections": {
    "advaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "shankara_8.22",
        "anandgiri_8.22"
      ],
      "score": 0.5,
      "english_rendering": "That supreme Puruṣa (person, consciousness), O Pārtha — in whom all beings are contained as effects within their cause, and by whom this entire world is pervaded as space pervades jars — is attainable by bhakti (devotion) that is ananyā (undivided), meaning bhakti of the nature of jñāna (knowledge), directed solely at the Ātman. Śaṅkara glosses 'puruṣa' as 'one who reposes in the city [of the body]' or 'one who is pūrṇa (full),' emphasizing that this supreme being surpasses everything — nothing is higher. The path described here is offered for yogins who, having entered praṇava-meditation, attain mokṣa after an interval; the present verse glorifies that higher path by contrasting it with the return-path.",
      "divergence_note": "Śaṅkara: 'bhaktyā labhyas tu jñānalakṣaṇayā ananyayā ātmaviṣayayā' — devotion here is qualified as jñāna-natured and ātman-directed; not emotional fervor but one-pointed knowledge-devotion."
    },
    "viśiṣṭādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "ramanuja_8.22",
        "vedantadeshika_8.22"
      ],
      "score": 0.5,
      "english_rendering": "The supreme Puruṣa — whom Kṛṣṇa has already declared 'there is nothing higher than Me' (BG 7.7) and 'beyond these perishable elements is the imperishable' — is attainable by ananyā bhakti (bhakti with mind held to none other). All beings rest within Him as within their inner controller (antaryāmin), and He pervades everything as its śarīrin (ensouled body). Rāmānuja links this verse to Chāndogya-Upaniṣad's arcirādi-mārga, showing that both the ātma-jñānin and the paramapuruṣa-niṣṭha reach the supreme without return.",
      "divergence_note": "Rāmānuja cites 'ananyacetāḥ satataṃ yo māṃ smarati nityaśaḥ' (BG 8.14) as the definition of ananyā bhakti — the mind rests ceaselessly in Bhagavān alone, constituting full Brahman-consciousness."
    },
    "dvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhva_8.22",
        "jayatirtha_8.22"
      ],
      "score": 0.5,
      "english_rendering": "*Paramasādhanam āha — puruṣa iti*: Madhva names 8.22 the instruction on the supreme means and closes. Jayatīrtha unpacks why: *bhaktyā yuktaḥ* (8.10) had already named *bhakti* as the means to *bhagavat-prāpti* (*bhagavat-prāptisādhanatvasyoktatvāt*), so the verse appears redundant (*punarukta*). The answer is that *bhakti* had been named alongside other means (*anyaiḥ sādhanaiḥ sahoktavāt*), leaving open the suspicion of parity (*tatsāmyaśaṅkā*) among them. This verse dispels that suspicion: *sādhanāṃ bhakteḥ paramatvamanenaāha* — by restating *bhakti* alone here, its supremacy (*paramatva*) over all other means is disclosed, and *punarvacanenaiva dyotyam* — the very repetition is the signal. The *puruṣaḥ sa paraḥ* is *Hari*, the *svatantra* (independently real, self-sufficient) Lord whose *antaḥsthāni bhūtāni* — all beings dwelling within Him — remain wholly *paratantra* (eternally dependent). The *ananyā* of *ananyayā bhakti* registers a complete *bheda* (real distinction) between worshipper and worshipped: no dissolution, only the *paratantra jīva*'s irreversible arrival at the *svatantra* Hari.",
      "divergence_note": "Re-anchored to Jayatīrtha's *Nyāyasudhā* move: the apparent redundancy (*punarukti*) is the doctrinal crux, and *punarvacanenaiva dyotyam* is his explicit resolution. The contaminated cell buried this under paraphrase and conflated it with generic Tattvavāda siddhānta; the bhāṣya's own argument-structure — *tatsāmyaśaṅkā* dissolved by *paramatva* through repetition — is now foregrounded."
    },
    "śuddhādvaita": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "vallabha_8.22"
      ],
      "score": 0.5,
      "english_rendering": "Vallabha reads this verse as proof that Puruṣottama — the supremely blissful, pūrṇānanda (of complete bliss) — is attainable only by nirhetuka-bhakti (causeless, grace-given devotion), not by the jñāna-path at all. He explicitly concludes: 'therefore those on the jñāna-mārga do not attain Puruṣottama.' Drawing on Bhāgavata 3 and the Brahma-Sūtra commentary, Vallabha places akṣara-Brahma below Puruṣottama; the akṣara realm contains countless universe-spheres 'like an atom within it.' The jīva in Gokula-līlā is Dāmodara's own delight — the bhakta is not reaching upward but being drawn into the beloved's own ānanda.",
      "divergence_note": "Vallabha: 'nirhetukaabhaktilabhyatvamuktam — tena na jñānamārgīyāṇāṃ puruṣottamaprāptir iti siddham' — causeless devotion is the only key; the jñāna-route is ruled out directly."
    },
    "bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "sridhara_8.22"
      ],
      "score": 0.5,
      "english_rendering": "Śrīdhara reads directly from the verse's syntax: bhakti is the antaṅga-upāya (innermost means) to attain the Supreme. He glosses ananyā as 'having no other as refuge' — ekānta-bhakti, one-pointed devotion with no alternative shelter sought. The supreme Person is the kāraṇabhūta (the cause-entity) within whom all beings stand as within their ground, and by whom the whole world is vyāpta (pervaded). The verse says the attainment is possible by this devotion alone, not otherwise.",
      "divergence_note": "Śrīdhara: 'ananyayā — na vidyate anyaḥ śaraṇatvena yasyās tayā ekānta-bhaktyaiva labhyo nānyathā' — no other refuge, not otherwise attainable."
    },
    "advaita-bhakti": {
      "reading_summary": "(reading summary extraction pending; ENABLE_READING_SUMMARIES=true to generate)",
      "key_cross_references": [],
      "witness_passages": [
        "madhusudan_8.22"
      ],
      "score": 0.5,
      "english_rendering": "Madhusūdana begins by linking back to BG 8.14 — 'to that person of ceaseless memory I am easily accessible (sulabhaḥ)' — and then identifies the supreme Puruṣa directly with 'I myself, the Paramātman' (sa paro niratśayaḥ puruṣaḥ paramātmā aham eva). He defines ananyā bhakti as prema-lakṣaṇā bhakti — love-natured devotion in which no other object exists — confirming that this alone, not any other means, is the route. He anchors the pervading and inner-containing attributes with Śruti citations including 'vṛkṣa iva stabdho divi tiṣṭhaty ekas' and 'antarbahiś ca tat sarvaṃ vyāpya nārāyaṇaḥ sthitaḥ.'",
      "divergence_note": "Madhusūdana: 'premalakṣaṇayā bhaktyaiva labhyo nānyathā' — the qualifier is prema (love), not merely jñāna, signaling his synthesis of Advaita metaphysics with Kṛṣṇa-centered devotion."
    }
  },
  "prosodic_information": {
    "meter": "anuṣṭubh",
    "meter_shift_from_previous": false,
    "meter_shift_to_next": false,
    "pragmatic_context": {
      "vocative": "Pārtha",
      "preceding_question": "",
      "following_response": ""
    }
  },
  "theme_list_memberships": [
    {
      "list": "अनन्य",
      "role": "supporting",
      "other_verses_in_list": [
        "8.14",
        "9.13",
        "9.22",
        "9.30",
        "11.54",
        "12.6"
      ]
    },
    {
      "list": "पार्थ",
      "role": "supporting",
      "other_verses_in_list": [
        "1.25",
        "1.26",
        "1.28",
        "1.29",
        "1.30",
        "2.3",
        "2.21",
        "2.32",
        "2.39",
        "2.42",
        "2.55",
        "2.72",
        "3.16",
        "3.22",
        "3.23",
        "4.11",
        "4.33",
        "6.40",
        "7.1",
        "7.10",
        "8.8",
        "8.14",
        "8.19",
        "8.27",
        "9.13",
        "9.32",
        "10.11",
        "10.24",
        "11.5",
        "11.9",
        "12.7",
        "16.4",
        "16.5",
        "16.6",
        "17.26",
        "17.28",
        "18.6",
        "18.30",
        "18.31",
        "18.32",
        "18.33",
        "18.34",
        "18.35",
        "18.72",
        "18.74",
        "18.78"
      ]
    },
    {
      "list": "पुरुष",
      "role": "supporting",
      "other_verses_in_list": [
        "1.1",
        "2.15",
        "2.16",
        "2.21",
        "2.60",
        "7.11",
        "8.1",
        "8.4",
        "8.8",
        "8.10",
        "9.3",
        "10.12",
        "10.15",
        "11.3",
        "11.18",
        "11.38",
        "13.19",
        "13.20",
        "13.21",
        "13.22",
        "13.23",
        "15.4",
        "15.16",
        "15.17",
        "15.18",
        "15.19",
        "17.3",
        "18.4"
      ]
    },
    {
      "list": "भक्त्या",
      "role": "supporting",
      "other_verses_in_list": [
        "8.10",
        "9.14",
        "9.26",
        "9.29",
        "11.54",
        "18.55"
      ]
    },
    {
      "list": "सर्वम्",
      "role": "supporting",
      "other_verses_in_list": [
        "2.17",
        "4.33",
        "7.7",
        "7.13",
        "7.19",
        "8.28",
        "10.8",
        "10.14",
        "13.13"
      ]
    },
    {
      "list": "स्थान",
      "role": "supporting",
      "other_verses_in_list": [
        "1.1",
        "5.5",
        "8.28",
        "9.4",
        "9.5",
        "9.6",
        "9.16",
        "9.17",
        "9.18",
        "11.36",
        "15.7",
        "18.62"
      ]
    }
  ],
  "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": [
          "tatam: tan -> √tan"
        ]
      }
    ]
  },
  "so_what_questions": [
    "If ananyā (undivided) bhakti is the sole means, does any practice — karma, jñāna, aṣṭāṅga-yoga — have instrumental value, or does it only matter to the degree it reduces 'anyā' (other-directedness)?",
    "Śaṅkara calls this bhakti 'jñāna-lakṣaṇā' while Vallabha calls it 'nirhetuka' (causeless grace-given); what is actually the same operation seen from two different anthropologies of the practitioner?",
    "The verse says the supreme 'pervades' everything (yenatataṃ) yet is 'attained' (labhyaḥ) — if the supreme is already everywhere including in the seeker, what does attainment mean and what changes?",
    "All six schools agree that ananyatā (non-otherness) is load-bearing; what in daily life generates 'anyatā' — the split attention that is the obstacle — and can it be removed by effort or only by grace?",
    "Madhva's bhāṣya is a single line pointing to the verse; Rāmānuja's runs through multiple Upaniṣad citations. What does the density differential tell us about how each school locates authority — in Gītā text alone versus in śruti-web?",
    "Vallabha explicitly bars the jñāna-mārgin from this attainment; if a practitioner combines study and love, which school's account of the verse best describes their actual trajectory?",
    "The verse ends with two characterizations of the supreme — 'all beings rest within Him' and 'He pervades all this.' Are these two different cosmological claims or one claim expressed in the two directions of immanence?"
  ],
  "everyday_applications": {
    "advaita": "When attention scatters into objects — phone, approval, outcomes — recognize this as anyatā (the 'other-directedness' Śaṅkara identifies as the obstacle). The daily practice is not adding a new ritual but subtracting divided attention: each time the mind returns from objects to the witnessing awareness itself, that is jñāna-lakṣaṇā bhakti in motion. The question to sit with is not 'am I devoted enough?' but 'to what is attention actually given right now?'",
    "viśiṣṭādvaita": "Rāmānuja's ananyā bhakti requires that every role — worker, parent, citizen — be held as kainkarya (service) offered to Bhagavān who is the antaryāmin (inner controller) of all. In practice: before any significant action, briefly acknowledge that this body-mind instrument belongs to the Lord who ensouls it. This is not a prayer for success but a re-attribution of agency; the outcome is left with the śarīrin (the one who holds all as His body).",
    "dvaita": "Because the jīva is paratantra (dependent by nature), straining toward the infinite by self-effort alone is a category error. The Dvaita application is surrender-through-śaraṇāgati: identify one habitual area of control-grasping, and consciously offer that specific domain to Hari each day — not as a technique for getting what you want, but as acknowledgment that Hari's sovereignty over that domain is already true and your resistance to it is the only obstacle.",
    "śuddhādvaita": "Vallabha's nirhetuka (causeless) bhakti means the starting point is not your effort but Kṛṣṇa's grace already extended. The everyday implication: do not wait to feel worthy or prepared before approaching Bhagavān. Show up in whatever state — distracted, impure, uncertain — because Puṣṭi-mārga teaches that the relationship is initiated by the Lord's own ānanda, not earned by the devotee's qualification. The daily act is simply showing up.",
    "bhakti": "Śrīdhara's gloss — 'no other as refuge' — is a diagnostic: notice throughout the day how many implicit refuges you hold (reputation, savings, relationships, health). Ananyā bhakti does not require abandoning these but requires that none of them is treated as ultimate shelter. The practice is honesty: when afraid, trace exactly what refuge you actually reached for first, and gradually relocate that trust toward the source that pervades all the secondary shelters.",
    "advaita-bhakti": "Madhusūdana's prema-lakṣaṇā bhakti operates through delight rather than duty. The application is aesthetic: cultivate moments of genuine beauty-recognition — in nature, music, a person's kindness — and consciously experience them as encountering the Paramātman who 'stands pervading inside and outside' (antarbahiś ca tat sarvaṃ). This is not sentimentality; it is a rigorous redirection of the faculty of appreciation toward the one source from which all loveliness derives."
  },
  "primary_meaning": "That supreme Person, O Pārtha, within whom all beings rest and by whom all this is pervaded, is won by undivided devotion and nothing else."
}