Triple

T14270366
Position Surface form Disambiguated ID Type / Status
Subject Club Nouveau E353765 entity
Predicate hasMember P10 FINISHED
Object Thomas McElroy
Thomas McElroy is an American songwriter and record producer best known as a member of the R&B group Club Nouveau and for his influential work in late-1980s and 1990s contemporary R&B.
 E1183038 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: Thomas McElroy | Statement: [Club Nouveau, hasMember, Thomas McElroy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas McElroy
Context triple: [Club Nouveau, hasMember, Thomas McElroy]
  • A. Michael McElroy
    Michael McElroy is an American actor and Tony-nominated Broadway performer known for his work in musical theatre and film.
  • B. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • C. Bill Heelan
    Bill Heelan is a developer best known for creating the software project Archie.
  • D. Hugh McDermott
    Hugh McDermott was a Scottish actor known for his supporting roles in British films of the 1930s and 1940s.
  • E. John McSherry
    John McSherry was a longtime Major League Baseball umpire known for his work in numerous postseason games and his sudden on-field death during a 1996 Opening Day game.
  • 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: Thomas McElroy
Triple: [Club Nouveau, hasMember, Thomas McElroy]
Generated description
Thomas McElroy is an American songwriter and record producer best known as a member of the R&B group Club Nouveau and for his influential work in late-1980s and 1990s contemporary R&B.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas McElroy
Target entity description: Thomas McElroy is an American songwriter and record producer best known as a member of the R&B group Club Nouveau and for his influential work in late-1980s and 1990s contemporary R&B.
  • A. Michael McElroy
    Michael McElroy is an American actor and Tony-nominated Broadway performer known for his work in musical theatre and film.
  • B. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • C. Bill Heelan
    Bill Heelan is a developer best known for creating the software project Archie.
  • D. Hugh McDermott
    Hugh McDermott was a Scottish actor known for his supporting roles in British films of the 1930s and 1940s.
  • E. John McSherry
    John McSherry was a longtime Major League Baseball umpire known for his work in numerous postseason games and his sudden on-field death during a 1996 Opening Day game.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de657fe6708190b41de48c43cff647 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb02d84d881909aa8a1a3653d37bf completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb25001d08190abcabfb6ce0e1029 completed May 9, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffb2ab22dc8190b8cb0403ec0a09c4 completed May 9, 2026, 10:18 p.m.
Created at: April 10, 2026, 1:10 a.m.