Triple

T2280846
Position Surface form Disambiguated ID Type / Status
Subject Indian philosophy E51275 entity
Predicate includesSchool P113 FINISHED
Object Madhyamaka
Madhyamaka is a major Buddhist philosophical school, founded by Nāgārjuna, that analyzes all phenomena as empty of inherent existence to illuminate the middle way between eternalism and nihilism.
 E249622 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: Madhyamaka | Statement: [Indian philosophy, includesSchool, Madhyamaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madhyamaka
Context triple: [Indian philosophy, includesSchool, Madhyamaka]
  • 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. Mahayana
    Mahayana is one of the two main branches of Buddhism, emphasizing the bodhisattva path and the aspiration to attain enlightenment for the benefit of all sentient beings.
  • C. 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.
  • D. 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).
  • E. Bhedabheda Vedanta
    Bhedabheda Vedanta is a Hindu philosophical school that teaches the soul’s simultaneous difference and non-difference from Brahman, mediating between nondualism and dualism within the Vedanta tradition.
  • 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: Madhyamaka
Triple: [Indian philosophy, includesSchool, Madhyamaka]
Generated description
Madhyamaka is a major Buddhist philosophical school, founded by Nāgārjuna, that analyzes all phenomena as empty of inherent existence to illuminate the middle way between eternalism and nihilism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madhyamaka
Target entity description: Madhyamaka is a major Buddhist philosophical school, founded by Nāgārjuna, that analyzes all phenomena as empty of inherent existence to illuminate the middle way between eternalism and nihilism.
  • 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. Mahayana
    Mahayana is one of the two main branches of Buddhism, emphasizing the bodhisattva path and the aspiration to attain enlightenment for the benefit of all sentient beings.
  • C. 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.
  • D. 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).
  • E. Bhedabheda Vedanta
    Bhedabheda Vedanta is a Hindu philosophical school that teaches the soul’s simultaneous difference and non-difference from Brahman, mediating between nondualism and dualism within the Vedanta tradition.
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc21ac3d48190abef254e1c3f45e8 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e48fb081908498f826167020a2 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae72bf22088190a2c111a71eb0dda7 completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae731ab8bc819090fac5b311cb5fe0 completed March 9, 2026, 7:13 a.m.
Created at: March 4, 2026, 7:48 p.m.