Triple

T7781140
Position Surface form Disambiguated ID Type / Status
Subject Richard Madsen E221519 entity
Predicate notableStudent P4838 FINISHED
Object Mayfair Yang
Mayfair Yang is an anthropologist and scholar known for her influential work on Chinese religion, ritual, and modernity.
 E693275 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: Mayfair Yang | Statement: [Richard Madsen, notableStudent, Mayfair Yang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mayfair Yang
Context triple: [Richard Madsen, notableStudent, Mayfair Yang]
  • A. Janet Yang
    Janet Yang is an American film producer known for her work on acclaimed movies such as "The Joy Luck Club" and collaborations with prominent directors like Steven Spielberg and Oliver Stone.
  • B. Amy Chiang
    Amy Chiang is a member of Taiwan’s influential Chiang family, known primarily as a daughter of former President Chiang Ching-kuo.
  • C. Eugenia Yuan
    Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
  • D. Billie Tsien
    Billie Tsien is an American architect renowned for her thoughtful, materially rich institutional and cultural buildings, often designed in collaboration with her partner Tod Williams.
  • E. Cassandra Wong
    Cassandra Wong is a charismatic, talented rock singer and bassist best known as Wayne Campbell’s love interest in the "Wayne’s World" films.
  • 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: Mayfair Yang
Triple: [Richard Madsen, notableStudent, Mayfair Yang]
Generated description
Mayfair Yang is an anthropologist and scholar known for her influential work on Chinese religion, ritual, and modernity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mayfair Yang
Target entity description: Mayfair Yang is an anthropologist and scholar known for her influential work on Chinese religion, ritual, and modernity.
  • A. Janet Yang
    Janet Yang is an American film producer known for her work on acclaimed movies such as "The Joy Luck Club" and collaborations with prominent directors like Steven Spielberg and Oliver Stone.
  • B. Amy Chiang
    Amy Chiang is a member of Taiwan’s influential Chiang family, known primarily as a daughter of former President Chiang Ching-kuo.
  • C. Eugenia Yuan
    Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
  • D. Billie Tsien
    Billie Tsien is an American architect renowned for her thoughtful, materially rich institutional and cultural buildings, often designed in collaboration with her partner Tod Williams.
  • E. Cassandra Wong
    Cassandra Wong is a charismatic, talented rock singer and bassist best known as Wayne Campbell’s love interest in the "Wayne’s World" films.
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d6cf9881909f5220437db13cc7 completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5c1f20c81908ae2fc35550b91b5 completed March 30, 2026, 10:14 p.m.
NEDg Description generation batch_69caf81ebde881909bd131da8987b449 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69cafa013f348190a2067dee4a0c8c40 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 4:21 p.m.