Triple

T5019026
Position Surface form Disambiguated ID Type / Status
Subject Hawkins, Indiana E112803 entity
Predicate hasResident P6481 FINISHED
Object Billy Hargrove
Billy Hargrove is a hot-headed, antagonistic high school student and stepbrother to Max Mayfield in the Netflix series "Stranger Things."
E486695 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: Billy Hargrove | Statement: [Hawkins, Indiana, hasResident, Billy Hargrove]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Hargrove
Context triple: [Hawkins, Indiana, hasResident, Billy Hargrove]
  • A. Howie Meeker
    Howie Meeker was a Canadian professional ice hockey right winger, coach, broadcaster, and Hockey Hall of Famer known for his energetic commentary and influential role in teaching and analyzing the game.
  • B. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • C. John Gant
    John Gant is the enigmatic, gunslinging protagonist of the 1959 Western film "No Name on the Bullet," known for his deadly reputation and mysterious motives.
  • D. Michael McCluney
    Michael McCluney is a musician best known as a member of the British-Irish boy band Day26, formed on the MTV reality show "Making the Band 4."
  • E. Jake Hoyt
    Jake Hoyt is a rookie LAPD narcotics officer whose moral integrity is tested during a tumultuous day under a corrupt veteran detective in the film "Training Day."
  • 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: Billy Hargrove
Triple: [Hawkins, Indiana, hasResident, Billy Hargrove]
Generated description
Billy Hargrove is a hot-headed, antagonistic high school student and stepbrother to Max Mayfield in the Netflix series "Stranger Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Hargrove
Target entity description: Billy Hargrove is a hot-headed, antagonistic high school student and stepbrother to Max Mayfield in the Netflix series "Stranger Things."
  • A. Howie Meeker
    Howie Meeker was a Canadian professional ice hockey right winger, coach, broadcaster, and Hockey Hall of Famer known for his energetic commentary and influential role in teaching and analyzing the game.
  • B. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • C. John Gant
    John Gant is the enigmatic, gunslinging protagonist of the 1959 Western film "No Name on the Bullet," known for his deadly reputation and mysterious motives.
  • D. Michael McCluney
    Michael McCluney is a musician best known as a member of the British-Irish boy band Day26, formed on the MTV reality show "Making the Band 4."
  • E. Jake Hoyt
    Jake Hoyt is a rookie LAPD narcotics officer whose moral integrity is tested during a tumultuous day under a corrupt veteran detective in the film "Training Day."
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.