Triple

T5681118
Position Surface form Disambiguated ID Type / Status
Subject Vyākaraṇa E125200 entity
Predicate hasSchool P113 FINISHED
Object Pāṇinian school
The Pāṇinian school is a foundational tradition of Sanskrit grammatical thought based on the systematic and highly formalized linguistic analysis attributed to the ancient scholar Pāṇini.
E540995 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Pāṇinian school | Statement: [Vyākaraṇa, hasSchool, Pāṇinian school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pāṇinian school
Context triple: [Vyākaraṇa, hasSchool, Pāṇinian school]
  • A. Nyaya school
    The Nyaya school is an orthodox Hindu philosophical tradition best known for its rigorous system of logic and epistemology used to analyze reality and support theism.
  • B. Bhatta school
    The Bhatta school is a prominent subtradition of the Mimamsa philosophical system in Hinduism, associated especially with the thinker Kumarila Bhatta and known for its rigorous defense of Vedic ritualism and epistemology.
  • C. Prabhakara school
    The Prabhakara school is a major subtradition of the Mimamsa branch of Hindu philosophy, known for its distinctive theories of language, epistemology, and Vedic ritual exegesis.
  • D. Kāṭhaka Shakha
    Kāṭhaka Shakha is a traditional Vedic recension (branch) of the Krishna Yajurveda, preserving its own distinct textual and ritual interpretations within the broader Vedic tradition.
  • E. Pāṇini
    Pāṇini was an ancient Indian grammarian whose systematic and highly influential treatise, the Aṣṭādhyāyī, laid the foundations of classical Sanskrit grammar and linguistic analysis.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Pāṇinian school
Triple: [Vyākaraṇa, hasSchool, Pāṇinian school]
Generated description
The Pāṇinian school is a foundational tradition of Sanskrit grammatical thought based on the systematic and highly formalized linguistic analysis attributed to the ancient scholar Pāṇini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pāṇinian school
Target entity description: The Pāṇinian school is a foundational tradition of Sanskrit grammatical thought based on the systematic and highly formalized linguistic analysis attributed to the ancient scholar Pāṇini.
  • A. Nyaya school
    The Nyaya school is an orthodox Hindu philosophical tradition best known for its rigorous system of logic and epistemology used to analyze reality and support theism.
  • B. Bhatta school
    The Bhatta school is a prominent subtradition of the Mimamsa philosophical system in Hinduism, associated especially with the thinker Kumarila Bhatta and known for its rigorous defense of Vedic ritualism and epistemology.
  • C. Prabhakara school
    The Prabhakara school is a major subtradition of the Mimamsa branch of Hindu philosophy, known for its distinctive theories of language, epistemology, and Vedic ritual exegesis.
  • D. Kāṭhaka Shakha
    Kāṭhaka Shakha is a traditional Vedic recension (branch) of the Krishna Yajurveda, preserving its own distinct textual and ritual interpretations within the broader Vedic tradition.
  • E. Pāṇini
    Pāṇini was an ancient Indian grammarian whose systematic and highly influential treatise, the Aṣṭādhyāyī, laid the foundations of classical Sanskrit grammar and linguistic analysis.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0082a884c8190a79001bae658941f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02397c01081909793bb53ad7cbbce completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a35dd9c8190acd2ee8e94f309a6 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:44 p.m.