Triple

T8815441
Position Surface form Disambiguated ID Type / Status
Subject Perkins E209764 entity
Predicate hasNotableBearer P458 FINISHED
Object Bill Perkins
Bill Perkins is an American hedge fund manager, high-stakes poker player, and author known for his book "Die With Zero" and his appearances in televised poker games.
E758623 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: Bill Perkins | Statement: [Perkins, hasNotableBearer, Bill Perkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Perkins
Context triple: [Perkins, hasNotableBearer, Bill Perkins]
  • A. Milt Stegall
    Milt Stegall is a former Canadian Football League star wide receiver widely regarded as one of the greatest players in CFL history, holding multiple all-time receiving and touchdown records.
  • B. Rudy Lewis
    Rudy Lewis was an American rhythm and blues singer best known as a lead vocalist for the influential vocal group The Drifters in the early 1960s.
  • C. Roy Tarpley
    Roy Tarpley was an American professional basketball player, best known as a talented but troubled Dallas Mavericks big man whose NBA career was derailed by substance abuse issues.
  • D. Nate Thurmond
    Nate Thurmond was an American Hall of Fame center renowned for his dominant defense and rebounding during a stellar NBA career primarily with the San Francisco/Golden State Warriors.
  • E. Charles Haley
    Charles Haley is a former NFL linebacker and defensive end renowned for being the first player to win five Super Bowl championships, primarily with the San Francisco 49ers and Dallas Cowboys.
  • 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: Bill Perkins
Triple: [Perkins, hasNotableBearer, Bill Perkins]
Generated description
Bill Perkins is an American hedge fund manager, high-stakes poker player, and author known for his book "Die With Zero" and his appearances in televised poker games.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Perkins
Target entity description: Bill Perkins is an American hedge fund manager, high-stakes poker player, and author known for his book "Die With Zero" and his appearances in televised poker games.
  • A. Milt Stegall
    Milt Stegall is a former Canadian Football League star wide receiver widely regarded as one of the greatest players in CFL history, holding multiple all-time receiving and touchdown records.
  • B. Rudy Lewis
    Rudy Lewis was an American rhythm and blues singer best known as a lead vocalist for the influential vocal group The Drifters in the early 1960s.
  • C. Roy Tarpley
    Roy Tarpley was an American professional basketball player, best known as a talented but troubled Dallas Mavericks big man whose NBA career was derailed by substance abuse issues.
  • D. Nate Thurmond
    Nate Thurmond was an American Hall of Fame center renowned for his dominant defense and rebounding during a stellar NBA career primarily with the San Francisco/Golden State Warriors.
  • E. Charles Haley
    Charles Haley is a former NFL linebacker and defensive end renowned for being the first player to win five Super Bowl championships, primarily with the San Francisco 49ers and Dallas Cowboys.
  • 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_69ca8363f3308190a47e3f1ebd51f613 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ff2ff248190bafcafe8b3860e53 completed March 31, 2026, 11:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6fb898388190b96242ff41599250 completed April 3, 2026, 7:43 a.m.
NEDg Description generation batch_69cf7101b0088190843affad2474eb32 completed April 3, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69cf725ebb4c8190be3b19e9c5e854ac completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:45 p.m.