Triple

T6283702
Position Surface form Disambiguated ID Type / Status
Subject Tom Tom Club E140844 entity
Predicate hasMember P10 FINISHED
Object Benji Armbrister
Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
E598766 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: Benji Armbrister | Statement: [Tom Tom Club, hasMember, Benji Armbrister]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benji Armbrister
Context triple: [Tom Tom Club, hasMember, Benji Armbrister]
  • A. Michael Bivins
    Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
  • B. Benji Dunn
    Benji Dunn is a tech-savvy field agent and close ally of Ethan Hunt in the Mission: Impossible film series, known for his blend of comic relief and resourcefulness.
  • C. Kevin Cahoon
    Kevin Cahoon is an American actor and singer known for his work in Broadway musicals, television, and film.
  • D. Josh Heird
    Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
  • E. Dustin Thomason
    Dustin Thomason is an American writer and television producer best known for co-creating the psychological horror series "Castle Rock" and co-authoring the novel "The Rule of Four."
  • 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: Benji Armbrister
Triple: [Tom Tom Club, hasMember, Benji Armbrister]
Generated description
Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benji Armbrister
Target entity description: Benji Armbrister is a musician known for being a member of the new wave band Tom Tom Club.
  • A. Michael Bivins
    Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
  • B. Benji Dunn
    Benji Dunn is a tech-savvy field agent and close ally of Ethan Hunt in the Mission: Impossible film series, known for his blend of comic relief and resourcefulness.
  • C. Kevin Cahoon
    Kevin Cahoon is an American actor and singer known for his work in Broadway musicals, television, and film.
  • D. Josh Heird
    Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
  • E. Dustin Thomason
    Dustin Thomason is an American writer and television producer best known for co-creating the psychological horror series "Castle Rock" and co-authoring the novel "The Rule of Four."
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063fb6b1c8190b19a674c18fc9c53 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6856cef008190bf01118eb6be8c14 completed March 27, 2026, 1:26 p.m.
NEDg Description generation batch_69c69f1fb228819096b63169ee6a2b4f completed March 27, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_69c6ac08698c8190b8a0a9625492353b completed March 27, 2026, 4:10 p.m.
Created at: March 22, 2026, 4:26 p.m.