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.