Triple

T10676958
Position Surface form Disambiguated ID Type / Status
Subject 8 Million Ways to Die E251644 entity
Predicate starring P1507 FINISHED
Object Randy Brooks
Randy Brooks is an American actor known for his roles in films and television during the 1970s and 1980s, often appearing in crime dramas and action-oriented projects.
 E878687 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: Randy Brooks | Statement: [8 Million Ways to Die, starring, Randy Brooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randy Brooks
Context triple: [8 Million Ways to Die, starring, Randy Brooks]
  • A. Ronald Brooks
    Ronald Brooks is a songwriter best known for his work on the hit track "I Get Around."
  • B. Brian O. Hemphill
    Brian O. Hemphill is an American academic administrator and higher education leader known for serving as president of multiple universities, including Old Dominion University.
  • C. Ian Dallas
    Ian Dallas is a video game designer and creative director best known as the lead creator behind the narrative-driven game What Remains of Edith Finch.
  • D. Dennis Berry
    Dennis Berry was an American-born French film director and actor known for his work in European cinema and his marriage to iconic actress Anna Karina.
  • E. David Broyles
    David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • 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: Randy Brooks
Triple: [8 Million Ways to Die, starring, Randy Brooks]
Generated description
Randy Brooks is an American actor known for his roles in films and television during the 1970s and 1980s, often appearing in crime dramas and action-oriented projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randy Brooks
Target entity description: Randy Brooks is an American actor known for his roles in films and television during the 1970s and 1980s, often appearing in crime dramas and action-oriented projects.
  • A. Ronald Brooks
    Ronald Brooks is a songwriter best known for his work on the hit track "I Get Around."
  • B. Brian O. Hemphill
    Brian O. Hemphill is an American academic administrator and higher education leader known for serving as president of multiple universities, including Old Dominion University.
  • C. Ian Dallas
    Ian Dallas is a video game designer and creative director best known as the lead creator behind the narrative-driven game What Remains of Edith Finch.
  • D. Dennis Berry
    Dennis Berry was an American-born French film director and actor known for his work in European cinema and his marriage to iconic actress Anna Karina.
  • E. David Broyles
    David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fb9563908190a69cf4bd2c24fd2f completed April 9, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9887e974c81908c4943339ea9a93f completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98aea391c81909ec64a29053c35c1 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c013348819094bde38a057257b4 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:09 p.m.