Triple

T4877272
Position Surface form Disambiguated ID Type / Status
Subject Keyshia Cole E109233 entity
Predicate spouse P13 FINISHED
Object Daniel Gibson
Daniel Gibson is a former American professional basketball player who played as a guard for the Cleveland Cavaliers in the NBA.
 E521621 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: Daniel Gibson | Statement: [Keyshia Cole, spouse, Daniel Gibson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daniel Gibson
Context triple: [Keyshia Cole, spouse, Daniel Gibson]
  • A. Ian Goble
    Ian Goble is a musician best known for his role as a member of the Canadian R&B/rock band The Mynah Birds.
  • B. Jonathan Roberts
    Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
  • C. Ian Roberts
    Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
  • D. David Briggs
    David Briggs was a renowned record producer best known for his extensive work with Neil Young, shaping the sound of several of Young’s most acclaimed albums.
  • E. David Gill
    David Gill was a British television producer and film historian best known for his acclaimed documentaries on cinema history, including collaborations with Kevin Brownlow.
  • 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: Daniel Gibson
Triple: [Keyshia Cole, spouse, Daniel Gibson]
Generated description
Daniel Gibson is a former American professional basketball player who played as a guard for the Cleveland Cavaliers in the NBA.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daniel Gibson
Target entity description: Daniel Gibson is a former American professional basketball player who played as a guard for the Cleveland Cavaliers in the NBA.
  • A. Ian Goble
    Ian Goble is a musician best known for his role as a member of the Canadian R&B/rock band The Mynah Birds.
  • B. Jonathan Roberts
    Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
  • C. Ian Roberts
    Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
  • D. David Briggs
    David Briggs was a renowned record producer best known for his extensive work with Neil Young, shaping the sound of several of Young’s most acclaimed albums.
  • E. David Gill
    David Gill was a British television producer and film historian best known for his acclaimed documentaries on cinema history, including collaborations with Kevin Brownlow.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf410bd6b08190a0ad4af6e5f4b0b8 completed March 22, 2026, 1:08 a.m.
NEDg Description generation batch_69bf43e96f288190b88d0847f97cb9c4 completed March 22, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69bf444898fc819089ce1182c249d7cf completed March 22, 2026, 1:22 a.m.
Created at: March 20, 2026, 1:27 p.m.