Triple
T5160648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fast X |
E116426
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Zack Dean |
E394337
|
NE FINISHED |
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: Zack Dean | Statement: [Fast X, screenwriter, Zack Dean]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zack Dean Context triple: [Fast X, screenwriter, Zack Dean]
-
A.
Zack Villere
Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
-
B.
Zach Mills
Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
-
C.
Zach Dean
chosen
Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
-
D.
Zac Damon
Zac Damon is a musician best known as a guitarist and member of the punk rock band Squirtgun.
-
E.
Zach Hanson
Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79073a54819080cd1e8de6fe906a |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefa840288190ad0e1ab7af8b9c4c |
completed | March 21, 2026, 7:21 p.m. |
Created at: March 20, 2026, 1:44 p.m.