Triple
T1181026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Money Monster |
E25136
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Jim Kouf
Jim Kouf is an American screenwriter, producer, and director known for his work on films such as "Stakeout," "Rush Hour," and the TV series "Grimm."
|
E136937
|
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: Jim Kouf | Statement: [Money Monster, screenwriter, Jim Kouf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Kouf Context triple: [Money Monster, screenwriter, Jim Kouf]
-
A.
Brannon Braga
Brannon Braga is an American television producer, director, and writer best known for his work on multiple Star Trek series and other science and science-fiction programs.
-
B.
Damon Lindelof
Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
-
C.
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."
-
D.
Kurt Sutter
Kurt Sutter is an American screenwriter, producer, director, and actor best known for creating the FX outlaw biker drama series "Sons of Anarchy."
-
E.
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
- 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: Jim Kouf Triple: [Money Monster, screenwriter, Jim Kouf]
Generated description
Jim Kouf is an American screenwriter, producer, and director known for his work on films such as "Stakeout," "Rush Hour," and the TV series "Grimm."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Kouf Target entity description: Jim Kouf is an American screenwriter, producer, and director known for his work on films such as "Stakeout," "Rush Hour," and the TV series "Grimm."
-
A.
Brannon Braga
Brannon Braga is an American television producer, director, and writer best known for his work on multiple Star Trek series and other science and science-fiction programs.
-
B.
Damon Lindelof
Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
-
C.
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."
-
D.
Kurt Sutter
Kurt Sutter is an American screenwriter, producer, director, and actor best known for creating the FX outlaw biker drama series "Sons of Anarchy."
-
E.
David Benioff
David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
- 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_69a494267b4c819088c97a59182bf56a |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd32c5f48190b4e2d39fa052cbb7 |
completed | March 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac764827b881908cd2bb1e11e179f3 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac77ba5cf08190a80a9e35f99aa7c3 |
completed | March 7, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac781e4e5481909d56c790d46660ef |
completed | March 7, 2026, 7:10 p.m. |
Created at: March 1, 2026, 7:45 p.m.