Triple
T19627760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broken Arrow |
E471182
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Graham Yost |
—
|
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: Graham Yost | Statement: [Broken Arrow, screenwriter, Graham Yost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graham Yost Context triple: [Broken Arrow, screenwriter, Graham Yost]
-
A.
Graham Yost
chosen
Graham Yost is an American screenwriter, producer, and showrunner best known for creating the TV series "Justified" and writing the film "Speed."
-
B.
David E. Kelley
David E. Kelley is an American television writer and producer known for creating and producing acclaimed legal and drama series such as Ally McBeal, The Practice, and Big Little Lies.
-
C.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
D.
Beau Willimon
Beau Willimon is an American playwright, screenwriter, and producer best known for developing the U.S. version of the political drama series "House of Cards."
-
E.
Michael Hirst
Michael Hirst is a British screenwriter and producer best known for creating the historical drama series "Vikings" and writing acclaimed historical films and television projects.
- 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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640eadcc48190ab5e36ddcde0c328 |
completed | April 20, 2026, 3:06 p.m. |
Created at: April 10, 2026, 1:44 p.m.