Triple

T3430491
Position Surface form Disambiguated ID Type / Status
Subject William Broyles Jr. E72323 entity
Predicate child P120 FINISHED
Object David Broyles
David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
E370498 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: David Broyles | Statement: [William Broyles Jr., child, David Broyles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Broyles
Context triple: [William Broyles Jr., child, David Broyles]
  • A. John Ketcham
    John Ketcham is a film producer best known for his work on the biographical sports drama "The Hurricane."
  • B. Richard Stolley
    Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
  • C. Philip Bruns
    Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
  • D. George McGinnis
    George McGinnis is a Hall of Fame American basketball forward known for his dominant scoring and rebounding in the ABA and NBA during the 1970s, particularly with the Indiana Pacers and Philadelphia 76ers.
  • E. John Alderman
    John Alderman was a Native American allied with the English colonists who became historically known for killing the Wampanoag leader Metacomet (King Philip) during King Philip’s War.
  • 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: David Broyles
Triple: [William Broyles Jr., child, David Broyles]
Generated description
David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Broyles
Target entity description: David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • A. John Ketcham
    John Ketcham is a film producer best known for his work on the biographical sports drama "The Hurricane."
  • B. Richard Stolley
    Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
  • C. Philip Bruns
    Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
  • D. George McGinnis
    George McGinnis is a Hall of Fame American basketball forward known for his dominant scoring and rebounding in the ABA and NBA during the 1970s, particularly with the Indiana Pacers and Philadelphia 76ers.
  • E. John Alderman
    John Alderman was a Native American allied with the English colonists who became historically known for killing the Wampanoag leader Metacomet (King Philip) during King Philip’s War.
  • 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_69b3bb7335ac81908b8e31dc7fb3d273 completed March 13, 2026, 7:23 a.m.
NEDg Description generation batch_69b3bf5c7d8c8190bca6548920c340e1 completed March 13, 2026, 7:40 a.m.
NED2 Entity disambiguation (via description) batch_69b3fa9d0c908190b9c4cd3e1709b865 completed March 13, 2026, 11:53 a.m.
Created at: March 8, 2026, 3:15 p.m.