Triple

T10576467
Position Surface form Disambiguated ID Type / Status
Subject Madhyamaka E249622 entity
Predicate hasSubSchool P14190 FINISHED
Object Prāsaṅgika Madhyamaka
Prāsaṅgika Madhyamaka is a major Tibetan Buddhist philosophical school that emphasizes the radical emptiness of all phenomena and uses reductio ad absurdum reasoning to dismantle any claim to inherent existence.
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: Prāsaṅgika Madhyamaka | Statement: [Madhyamaka, hasSubSchool, Prāsaṅgika Madhyamaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prāsaṅgika Madhyamaka
Context triple: [Madhyamaka, hasSubSchool, Prāsaṅgika Madhyamaka]
  • A. 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.
  • B. Yogācāra
    Yogācāra is a major Mahayana Buddhist philosophical school that emphasizes the primacy of consciousness and the idea that all experiences are constructions of the mind.
  • C. Mūlamadhyamakakārikā
    Mūlamadhyamakakārikā is a foundational Buddhist philosophical treatise that systematically expounds the Madhyamaka doctrine of emptiness and the middle way.
  • D. 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.
  • E. Gelug school of Tibetan Buddhism
    The Gelug school of Tibetan Buddhism is a major reformist tradition founded by Je Tsongkhapa, known for its strict monastic discipline, emphasis on philosophical study, and being the lineage of the Dalai Lamas.
  • 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: Prāsaṅgika Madhyamaka
Triple: [Madhyamaka, hasSubSchool, Prāsaṅgika Madhyamaka]
Generated description
Prāsaṅgika Madhyamaka is a major Tibetan Buddhist philosophical school that emphasizes the radical emptiness of all phenomena and uses reductio ad absurdum reasoning to dismantle any claim to inherent existence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prāsaṅgika Madhyamaka
Target entity description: Prāsaṅgika Madhyamaka is a major Tibetan Buddhist philosophical school that emphasizes the radical emptiness of all phenomena and uses reductio ad absurdum reasoning to dismantle any claim to inherent existence.
  • A. Madhyamaka chosen
    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.
  • B. Yogācāra
    Yogācāra is a major Mahayana Buddhist philosophical school that emphasizes the primacy of consciousness and the idea that all experiences are constructions of the mind.
  • C. Mūlamadhyamakakārikā
    Mūlamadhyamakakārikā is a foundational Buddhist philosophical treatise that systematically expounds the Madhyamaka doctrine of emptiness and the middle way.
  • D. 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.
  • E. Gelug school of Tibetan Buddhism
    The Gelug school of Tibetan Buddhism is a major reformist tradition founded by Je Tsongkhapa, known for its strict monastic discipline, emphasis on philosophical study, and being the lineage of the Dalai Lamas.
  • F. None of above.

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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5275628988190bd00dd3f8d7c3937 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b65313481909328bd9f7f39bf53 completed April 10, 2026, 7:11 p.m.
NEDg Description generation batch_69d94ca07da481908f2d546f8ddc9326 completed April 10, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69d94e8687bc819082b672a64bf85500 completed April 10, 2026, 7:24 p.m.
Created at: April 6, 2026, 12:38 p.m.