Triple
T20241676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Replacement Killers |
E498311
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Ken Sanzel |
—
|
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: Ken Sanzel | Statement: [The Replacement Killers, screenwriter, Ken Sanzel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ken Sanzel Context triple: [The Replacement Killers, screenwriter, Ken Sanzel]
-
A.
Ken Steorts
Ken Steorts is an American guitarist and songwriter best known as a founding member of the Christian rock band Skillet and later the founder of Visible Music College.
-
B.
Gregg Smrz
Gregg Smrz is a veteran Hollywood stunt coordinator and second unit director known for his work on major action films, including entries in the Mission: Impossible franchise.
-
C.
Gene McFadden
Gene McFadden was an American songwriter and producer best known as half of the soul duo McFadden & Whitehead, who helped shape the sound of 1970s Philadelphia soul.
-
D.
Ken McClure
Ken McClure is an American politician who serves as the mayor of Springfield, Missouri, overseeing the city's local government and community initiatives.
-
E.
Brian Doyle-Murray
Brian Doyle-Murray is an American actor, comedian, and writer known for his character roles in films and television and for being the older brother of Bill Murray.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ken Sanzel Target entity description: Ken Sanzel is an American screenwriter, producer, and former New York City police officer best known for his work in action films and television, including creating the series "Numb3rs."
-
A.
Ken Steorts
Ken Steorts is an American guitarist and songwriter best known as a founding member of the Christian rock band Skillet and later the founder of Visible Music College.
-
B.
Gregg Smrz
Gregg Smrz is a veteran Hollywood stunt coordinator and second unit director known for his work on major action films, including entries in the Mission: Impossible franchise.
-
C.
Gene McFadden
Gene McFadden was an American songwriter and producer best known as half of the soul duo McFadden & Whitehead, who helped shape the sound of 1970s Philadelphia soul.
-
D.
Ken McClure
Ken McClure is an American politician who serves as the mayor of Springfield, Missouri, overseeing the city's local government and community initiatives.
-
E.
Brian Doyle-Murray
Brian Doyle-Murray is an American actor, comedian, and writer known for his character roles in films and television and for being the older brother of Bill Murray.
- F. None of above. chosen
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_69e6716eabf48190ae4e760f472114bd |
completed | April 20, 2026, 6:33 p.m. |
Created at: April 11, 2026, 11:40 p.m.