Triple
T4423901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Covenant (2023 film) |
E95164
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
John Friedberg
John Friedberg is a film producer known for his work on action and thriller projects, including Guy Ritchie's 2023 war drama "The Covenant."
|
E440479
|
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: John Friedberg | Statement: [The Covenant (2023 film), producer, John Friedberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Friedberg Context triple: [The Covenant (2023 film), producer, John Friedberg]
-
A.
Jason Friedberg
Jason Friedberg is an American filmmaker best known for co-writing and co-directing a series of parody films, including titles like "Date Movie," "Epic Movie," and "Disaster Movie."
-
B.
Barry Sonnenfeld
Barry Sonnenfeld is an American filmmaker and cinematographer best known for directing the Men in Black trilogy and The Addams Family films.
-
C.
Jim Abrahams
Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
-
D.
Jon Lucas
Jon Lucas is an American screenwriter and filmmaker best known for co-writing the hit comedy film "The Hangover" and creating the sitcom "Mixology."
-
E.
David W. Zucker
David W. Zucker is a television producer known for overseeing high-profile, prestige drama series, including the adaptation of Philip K. Dick’s "The Man in the High Castle."
- 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: John Friedberg Triple: [The Covenant (2023 film), producer, John Friedberg]
Generated description
John Friedberg is a film producer known for his work on action and thriller projects, including Guy Ritchie's 2023 war drama "The Covenant."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Friedberg Target entity description: John Friedberg is a film producer known for his work on action and thriller projects, including Guy Ritchie's 2023 war drama "The Covenant."
-
A.
Jason Friedberg
Jason Friedberg is an American filmmaker best known for co-writing and co-directing a series of parody films, including titles like "Date Movie," "Epic Movie," and "Disaster Movie."
-
B.
Barry Sonnenfeld
Barry Sonnenfeld is an American filmmaker and cinematographer best known for directing the Men in Black trilogy and The Addams Family films.
-
C.
Jim Abrahams
Jim Abrahams is an American film director, producer, and screenwriter best known for co-creating the spoof-comedy classics "Airplane!" and "The Naked Gun" series.
-
D.
Jon Lucas
Jon Lucas is an American screenwriter and filmmaker best known for co-writing the hit comedy film "The Hangover" and creating the sitcom "Mixology."
-
E.
David W. Zucker
David W. Zucker is a television producer known for overseeing high-profile, prestige drama series, including the adaptation of Philip K. Dick’s "The Man in the High Castle."
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554b36a48190a475ac5474bed132 |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b613683d4c8190b04f14c7a74b619a |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6177d1a588190991fddf506239d22 |
completed | March 15, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61b6bc1448190b30d444a821bb1a5 |
completed | March 15, 2026, 2:37 a.m. |
Created at: March 12, 2026, 11:30 p.m.