Triple
T20248839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Mayfield |
E498495
|
entity |
| Predicate | hasStepBrother |
P31692
|
FINISHED |
| Object | Billy Hargrove |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Max Mayfield, hasStepBrother, Billy Hargrove]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Hargrove Context triple: [Max Mayfield, hasStepBrother, 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.
Provenance (2 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a699b48190a2073a3bd8851125 |
completed | April 20, 2026, 6:42 p.m. |
Created at: April 11, 2026, 11:41 p.m.