Triple

T2731760
Position Surface form Disambiguated ID Type / Status
Subject The Temptations E60329 entity
Predicate hasFormerMember P1168 FINISHED
Object Theo Peoples
Theo Peoples is an American R&B and soul singer best known for his work as a lead vocalist with both The Temptations and The Four Tops.
 E292579 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: Theo Peoples | Statement: [The Temptations, hasFormerMember, Theo Peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Theo Peoples
Context triple: [The Temptations, hasFormerMember, Theo Peoples]
  • A. Jonathan Peck
    Jonathan Peck was one of the sons of acclaimed American actor Gregory Peck.
  • B. William Osborne
    William Osborne is a British screenwriter best known for co-writing the 1992 action-comedy film "Stop! Or My Mom Will Shoot."
  • C. Philip Smith
    Philip Smith is a member of the family of Jeffrey Lurie, the owner of the NFL’s Philadelphia Eagles.
  • D. William Cooper
    William Cooper was an American land developer and judge best known as the founder of Cooperstown, New York, and the patriarch of the Cooper family that included novelist James Fenimore Cooper.
  • E. William Cooper
    William Cooper was an Aboriginal Australian activist and Yorta Yorta elder best known for his pioneering political advocacy for Indigenous rights and justice in the early 20th century.
  • 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: Theo Peoples
Triple: [The Temptations, hasFormerMember, Theo Peoples]
Generated description
Theo Peoples is an American R&B and soul singer best known for his work as a lead vocalist with both The Temptations and The Four Tops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Theo Peoples
Target entity description: Theo Peoples is an American R&B and soul singer best known for his work as a lead vocalist with both The Temptations and The Four Tops.
  • A. Jonathan Peck
    Jonathan Peck was one of the sons of acclaimed American actor Gregory Peck.
  • B. William Osborne
    William Osborne is a British screenwriter best known for co-writing the 1992 action-comedy film "Stop! Or My Mom Will Shoot."
  • C. Philip Smith
    Philip Smith is a member of the family of Jeffrey Lurie, the owner of the NFL’s Philadelphia Eagles.
  • D. William Cooper
    William Cooper was an American land developer and judge best known as the founder of Cooperstown, New York, and the patriarch of the Cooper family that included novelist James Fenimore Cooper.
  • E. William Cooper
    William Cooper was an Aboriginal Australian activist and Yorta Yorta elder best known for his pioneering political advocacy for Indigenous rights and justice in the early 20th century.
  • 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_69ab4b75cd908190b691ef0d1801acda completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaf011548190beb9c3feee7b743f completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb69eeedc81908ad654de9e1259ea completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb703a5f8819097b71e19db11feaf completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7acf3588190813bde4428dfe5f4 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.