Triple
T19509393
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hawkins Community Pool |
E488105
|
entity |
| Predicate | employmentOfCharacter |
P56368
|
FINISHED |
| Object | Billy Hargrove |
—
|
NE NERFINISHED |
How this triple was built (3 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 Community Pool, employmentOfCharacter, Billy Hargrove]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Hargrove Context triple: [Hawkins Community Pool, employmentOfCharacter, Billy Hargrove]
-
A.
Billy Hargrove
chosen
Billy Hargrove is a hot-headed, antagonistic high school student and stepbrother to Max Mayfield in the Netflix series "Stranger Things."
-
B.
Neil Hargrove
Neil Hargrove is a minor character in the TV series "Stranger Things," known as the strict and abusive father of Billy Hargrove.
-
C.
Gary Grimes
Gary Grimes is an American actor best known for his breakout role as a shy teenager in the coming-of-age film "Summer of '42" (1971).
-
D.
Brian Hargrove
Brian Hargrove is an American television writer, producer, and occasional actor known for his work on series such as "Caroline in the City" and "Wanda at Large."
-
E.
Stan Humphries
Stan Humphries is an American economist and data scientist best known as the co-creator and former chief economist of Zillow, where he helped develop the company’s home-valuation “Zestimate” model.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: employmentOfCharacter Context triple: [Hawkins Community Pool, employmentOfCharacter, Billy Hargrove]
-
A.
workCharacter
Indicates that a person is a fictional or narrative character appearing in a particular creative work.
-
B.
followsCharacterOccupation
Indicates that one character’s occupation or job role comes after or succeeds another character’s occupation in a sequence or progression.
-
C.
featuresProtagonistOccupation
Indicates that the work’s main character has a specified occupation or job role.
-
D.
workBasedOnThisCharacter
Indicates that a creative work is based on, inspired by, or derived from the referenced character.
-
E.
notableCharacterOccupation
chosen
Indicates that a notable character is associated with a specific occupation or professional role.
- F. None of above.
Provenance (3 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6351547e481909a875bba40651094 |
completed | April 20, 2026, 2:15 p.m. |
| PD | Predicate disambiguation | batch_69e4fd7bd25881908caa04eaef1f6718 |
completed | April 19, 2026, 4:06 p.m. |
Created at: April 10, 2026, 1:40 p.m.