Triple

T11307880
Position Surface form Disambiguated ID Type / Status
Subject Gym Class Heroes E267761 entity
Predicate formerMember P1168 FINISHED
Object Doug White
Doug White is a musician best known as a former member of the alternative hip hop band Gym Class Heroes.
 E917182 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: Doug White | Statement: [Gym Class Heroes, formerMember, Doug White]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doug White
Context triple: [Gym Class Heroes, formerMember, Doug White]
  • A. Brent White
    Brent White is a film editor best known for his work on major comedy films, including collaborations with director Adam McKay and producer Judd Apatow.
  • B. Jim White
    Jim White is an American singer-songwriter known for his atmospheric, Southern Gothic-influenced alt-country music.
  • C. Jim White
    Jim White is the dedicated high school coach and main protagonist in the sports drama film "McFarland, USA," who leads a team of Latino student runners to cross-country success.
  • D. Charlie White
    Charlie White is an American ice dancer and Olympic gold medalist best known for his partnership with Meryl Davis.
  • E. Bob Whitehead
    Bob Whitehead is a pioneering video game designer and programmer best known as one of the co-founders of Activision and an influential early developer for the Atari 2600.
  • 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: Doug White
Triple: [Gym Class Heroes, formerMember, Doug White]
Generated description
Doug White is a musician best known as a former member of the alternative hip hop band Gym Class Heroes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doug White
Target entity description: Doug White is a musician best known as a former member of the alternative hip hop band Gym Class Heroes.
  • A. Brent White
    Brent White is a film editor best known for his work on major comedy films, including collaborations with director Adam McKay and producer Judd Apatow.
  • B. Jim White
    Jim White is an American singer-songwriter known for his atmospheric, Southern Gothic-influenced alt-country music.
  • C. Jim White
    Jim White is the dedicated high school coach and main protagonist in the sports drama film "McFarland, USA," who leads a team of Latino student runners to cross-country success.
  • D. Charlie White
    Charlie White is an American ice dancer and Olympic gold medalist best known for his partnership with Meryl Davis.
  • E. Bob Whitehead
    Bob Whitehead is a pioneering video game designer and programmer best known as one of the co-founders of Activision and an influential early developer for the Atari 2600.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9bf87d88190904c2d174578ebbf completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a70022081908bc74185003a3503 completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510fb1e288190a7a38fe896d7b91d completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.