Triple
T7561213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darkman |
E178797
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Chuck Pfarrer
Chuck Pfarrer is an American screenwriter, author, and former Navy SEAL known for his work on action and thriller films as well as military-themed nonfiction books.
|
E679069
|
NE FINISHED |
How this triple was built (4 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: Chuck Pfarrer | Statement: [Darkman, screenwriter, Chuck Pfarrer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chuck Pfarrer Context triple: [Darkman, screenwriter, Chuck Pfarrer]
-
A.
Ken Schretzmann
Ken Schretzmann is a film editor known for his work on major animated features, including Guillermo del Toro's stop-motion adaptation of Pinocchio.
-
B.
Josh Schaeffer
Josh Schaeffer is a film editor known for his work on major studio features, including the monster crossover blockbuster "Godzilla vs. Kong."
-
C.
Keith Poulson
Keith Poulson is an American actor known for his work in independent films and for roles in offbeat, character-driven movies.
-
D.
Ryan Dusick
Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
-
E.
Nick Clemons
Nick Clemons is an American musician and singer-songwriter, best known as the son of legendary E Street Band saxophonist Clarence Clemons and for leading his own rock and soul projects.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chuck Pfarrer Triple: [Darkman, screenwriter, Chuck Pfarrer]
Generated description
Chuck Pfarrer is an American screenwriter, author, and former Navy SEAL known for his work on action and thriller films as well as military-themed nonfiction books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chuck Pfarrer Target entity description: Chuck Pfarrer is an American screenwriter, author, and former Navy SEAL known for his work on action and thriller films as well as military-themed nonfiction books.
-
A.
Ken Schretzmann
Ken Schretzmann is a film editor known for his work on major animated features, including Guillermo del Toro's stop-motion adaptation of Pinocchio.
-
B.
Josh Schaeffer
Josh Schaeffer is a film editor known for his work on major studio features, including the monster crossover blockbuster "Godzilla vs. Kong."
-
C.
Keith Poulson
Keith Poulson is an American actor known for his work in independent films and for roles in offbeat, character-driven movies.
-
D.
Ryan Dusick
Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
-
E.
Nick Clemons
Nick Clemons is an American musician and singer-songwriter, best known as the son of legendary E Street Band saxophonist Clarence Clemons and for leading his own rock and soul projects.
- F. None of above. chosen
Provenance (5 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_69c69f2f80288190b95cceb4da92ab2b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8f847c48190a1081aa9de7ff945 |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89a8c3f4c8190af77a94e59d0ff03 |
completed | March 29, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c89bdfc9c08190addb3fd2029242b2 |
completed | March 29, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c698f2c8190b5d2717835bd1d82 |
completed | March 29, 2026, 3:28 a.m. |
Created at: March 27, 2026, 3:50 p.m.