Triple

T5092002
Position Surface form Disambiguated ID Type / Status
Subject Blackstreet E114772 entity
Predicate member P10 FINISHED
Object Dave Hollister
Dave Hollister is an American R&B singer and songwriter known both for his solo work and as a former member of the influential 1990s group Blackstreet.
 E523888 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: Dave Hollister | Statement: [Blackstreet, member, Dave Hollister]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dave Hollister
Context triple: [Blackstreet, member, Dave Hollister]
  • A. Matt Hulett
    Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
  • B. Steve Holley
    Steve Holley is an English rock drummer best known for playing with Paul McCartney’s band Wings in the late 1970s.
  • C. Dan Houser
    Dan Houser is a British video game writer and producer best known as the co-founder of Rockstar Games and a lead creative behind the Grand Theft Auto and Red Dead Redemption series.
  • D. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • E. Ken Howery
    Ken Howery is an American entrepreneur, venture capitalist, and co-founder of PayPal who later served as a partner at Founders Fund and as U.S. Ambassador to Sweden.
  • 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: Dave Hollister
Triple: [Blackstreet, member, Dave Hollister]
Generated description
Dave Hollister is an American R&B singer and songwriter known both for his solo work and as a former member of the influential 1990s group Blackstreet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dave Hollister
Target entity description: Dave Hollister is an American R&B singer and songwriter known both for his solo work and as a former member of the influential 1990s group Blackstreet.
  • A. Matt Hulett
    Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
  • B. Steve Holley
    Steve Holley is an English rock drummer best known for playing with Paul McCartney’s band Wings in the late 1970s.
  • C. Dan Houser
    Dan Houser is a British video game writer and producer best known as the co-founder of Rockstar Games and a lead creative behind the Grand Theft Auto and Red Dead Redemption series.
  • D. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • E. Ken Howery
    Ken Howery is an American entrepreneur, venture capitalist, and co-founder of PayPal who later served as a partner at Founders Fund and as U.S. Ambassador to Sweden.
  • 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_69bd443e941881908eb4e8c685b6f656 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd754369708190bf4e171a904a19e1 completed March 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c33898081908cd91ee65a078010 completed March 22, 2026, 4:12 a.m.
NEDg Description generation batch_69bf6cf77e3c81908a7c0e8337eddc96 completed March 22, 2026, 4:15 a.m.
NED2 Entity disambiguation (via description) batch_69bf6dcb6a7c81909a84e2af979013f3 completed March 22, 2026, 4:19 a.m.
Created at: March 20, 2026, 1:40 p.m.