Triple

T966919
Position Surface form Disambiguated ID Type / Status
Subject Abhinavagupta E20856 entity
Predicate philosophicalSchool P3629 FINISHED
Object Pratyabhijñā school
The Pratyabhijñā school is a non-dual Shaiva philosophical tradition of Kashmir that emphasizes direct recognition of one’s identity with absolute consciousness (Śiva).
E149272 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: Pratyabhijñā school | Statement: [Abhinavagupta, philosophicalSchool, Pratyabhijñā school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pratyabhijñā school
Context triple: [Abhinavagupta, philosophicalSchool, Pratyabhijñā school]
  • A. 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.
  • B. Advaita Vedanta
    Advaita Vedanta is a major school of Hindu philosophy that teaches non-dualism, asserting the ultimate unity of the individual self (Atman) and the absolute reality (Brahman).
  • C. Shuddhadvaita Vedanta
    Shuddhadvaita Vedanta is a non-dualistic school of Hindu philosophy, chiefly associated with Vallabhacharya, that teaches the oneness of the individual soul with a personal, all-loving God, especially in the form of Krishna.
  • D. Vedanta
    Vedanta is a major Hindu philosophical tradition that interprets and systematizes the teachings of the Upanishads, focusing on the nature of ultimate reality (Brahman) and the self (Atman).
  • E. Samkhya
    Samkhya is an ancient Indian philosophical system that explains reality through a dualism of consciousness (purusha) and matter (prakriti), forming one of the foundational schools of Hindu thought.
  • 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: Pratyabhijñā school
Triple: [Abhinavagupta, philosophicalSchool, Pratyabhijñā school]
Generated description
The Pratyabhijñā school is a non-dual Shaiva philosophical tradition of Kashmir that emphasizes direct recognition of one’s identity with absolute consciousness (Śiva).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pratyabhijñā school
Target entity description: The Pratyabhijñā school is a non-dual Shaiva philosophical tradition of Kashmir that emphasizes direct recognition of one’s identity with absolute consciousness (Śiva).
  • A. 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.
  • B. Advaita Vedanta
    Advaita Vedanta is a major school of Hindu philosophy that teaches non-dualism, asserting the ultimate unity of the individual self (Atman) and the absolute reality (Brahman).
  • C. Shuddhadvaita Vedanta
    Shuddhadvaita Vedanta is a non-dualistic school of Hindu philosophy, chiefly associated with Vallabhacharya, that teaches the oneness of the individual soul with a personal, all-loving God, especially in the form of Krishna.
  • D. Vedanta
    Vedanta is a major Hindu philosophical tradition that interprets and systematizes the teachings of the Upanishads, focusing on the nature of ultimate reality (Brahman) and the self (Atman).
  • E. Samkhya
    Samkhya is an ancient Indian philosophical system that explains reality through a dualism of consciousness (purusha) and matter (prakriti), forming one of the foundational schools of Hindu thought.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b43412488190b68e33d2b36a0ba3 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb2f040948190b19ce68fff879637 completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb3d84aa881909c24ecffa1d3e898 completed March 7, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69acb43a4384819082daa9fe42e84aa2 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:40 p.m.