Triple

T3430451
Position Surface form Disambiguated ID Type / Status
Subject William Broyles Jr. E72323 entity
Predicate familyName P18 FINISHED
Object Broyles
Broyles is a surname most notably associated with American screenwriter and Vietnam War veteran William Broyles Jr.
 E356969 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: Broyles | Statement: [William Broyles Jr., familyName, Broyles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Broyles
Context triple: [William Broyles Jr., familyName, Broyles]
  • A. Sam Bowden
    Sam Bowden is the small-town lawyer protagonist in the thriller "Cape Fear," whose family is terrorized by a vengeful ex-convict he once helped imprison.
  • B. Woody Bledsoe
    Woody Bledsoe was an American mathematician and computer scientist recognized as a pioneer in artificial intelligence, particularly in automated theorem proving and pattern recognition.
  • C. Tully Marshall
    Tully Marshall was an American character actor of the silent and early sound film era, known for his prolific work in supporting roles across numerous Hollywood productions.
  • D. John Taggart
    John Taggart is a gruff but good-hearted Beverly Hills police detective who serves as one of Axel Foley’s key partners and comic foils in the "Beverly Hills Cop" film series.
  • E. Tom Burleson
    Tom Burleson is a retired American professional basketball center best known for his shot-blocking and rebounding in the NBA during the 1970s.
  • 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: Broyles
Triple: [William Broyles Jr., familyName, Broyles]
Generated description
Broyles is a surname most notably associated with American screenwriter and Vietnam War veteran William Broyles Jr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Broyles
Target entity description: Broyles is a surname most notably associated with American screenwriter and Vietnam War veteran William Broyles Jr.
  • A. Sam Bowden
    Sam Bowden is the small-town lawyer protagonist in the thriller "Cape Fear," whose family is terrorized by a vengeful ex-convict he once helped imprison.
  • B. Woody Bledsoe
    Woody Bledsoe was an American mathematician and computer scientist recognized as a pioneer in artificial intelligence, particularly in automated theorem proving and pattern recognition.
  • C. Tully Marshall
    Tully Marshall was an American character actor of the silent and early sound film era, known for his prolific work in supporting roles across numerous Hollywood productions.
  • D. John Taggart
    John Taggart is a gruff but good-hearted Beverly Hills police detective who serves as one of Axel Foley’s key partners and comic foils in the "Beverly Hills Cop" film series.
  • E. Tom Burleson
    Tom Burleson is a retired American professional basketball center best known for his shot-blocking and rebounding in the NBA during the 1970s.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9bd61908190a7bdd01f24334fc3 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547b1b3481909646bf36e8461ff4 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35547a9a881909d754625806cff2a completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355efa89c8190bf9b2eb3c41257b3 completed March 13, 2026, 12:10 a.m.
Created at: March 8, 2026, 3:15 p.m.