Triple
T9906754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nacho Libre |
E185029
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
David Klawans
David Klawans is a film producer known for developing and producing fact-based and offbeat projects, including the comedy "Nacho Libre."
|
E848230
|
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: David Klawans | Statement: [Nacho Libre, producer, David Klawans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Klawans Context triple: [Nacho Libre, producer, David Klawans]
-
A.
Daniel Scharf
Daniel Scharf is a film producer best known for his work on the influential 1992 Australian drama "Romper Stomper."
-
B.
Stephen Levinson
Stephen Levinson is an American television and film producer and talent manager best known for producing hit series like "Entourage" and "Ballers."
-
C.
Jonathan Klein
Jonathan Klein is a British businessman best known as the co-founder and longtime leader of the global stock photography and media company Getty Images.
-
D.
Andrew A. Kosove
Andrew A. Kosove is an American film producer and co-founder of Alcon Entertainment, known for backing major Hollywood features across genres.
-
E.
Jonathan Goldstein
Jonathan Goldstein is an American screenwriter and filmmaker best known for co-writing hit studio comedies such as Horrible Bosses and Spider-Man: Homecoming.
- 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: David Klawans Triple: [Nacho Libre, producer, David Klawans]
Generated description
David Klawans is a film producer known for developing and producing fact-based and offbeat projects, including the comedy "Nacho Libre."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Klawans Target entity description: David Klawans is a film producer known for developing and producing fact-based and offbeat projects, including the comedy "Nacho Libre."
-
A.
Daniel Scharf
Daniel Scharf is a film producer best known for his work on the influential 1992 Australian drama "Romper Stomper."
-
B.
Stephen Levinson
Stephen Levinson is an American television and film producer and talent manager best known for producing hit series like "Entourage" and "Ballers."
-
C.
Jonathan Klein
Jonathan Klein is a British businessman best known as the co-founder and longtime leader of the global stock photography and media company Getty Images.
-
D.
Andrew A. Kosove
Andrew A. Kosove is an American film producer and co-founder of Alcon Entertainment, known for backing major Hollywood features across genres.
-
E.
Jonathan Goldstein
Jonathan Goldstein is an American screenwriter and filmmaker best known for co-writing hit studio comedies such as Horrible Bosses and Spider-Man: Homecoming.
- 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_69ca8296165881908ca4750701af1f29 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb50cf8808190a41e565216712704 |
completed | April 2, 2026, 12:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d354c521dc819084b09c9a57c1a26c |
completed | April 6, 2026, 6:37 a.m. |
| NEDg | Description generation | batch_69d35538f658819093dd8874ceeba32f |
completed | April 6, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d35633ba0c8190a5cda862394225fd |
completed | April 6, 2026, 6:44 a.m. |
Created at: March 30, 2026, 8:41 p.m.