Triple
T3009753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Hustle |
E81987
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Eric Warren Singer
Eric Warren Singer is an American screenwriter known for co-writing the acclaimed crime film "American Hustle."
|
E318086
|
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: Eric Warren Singer | Statement: [American Hustle, screenwriter, Eric Warren Singer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eric Warren Singer Context triple: [American Hustle, screenwriter, Eric Warren Singer]
-
A.
Josh Singer
Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
-
B.
Blake Snyder
Blake Snyder was an American screenwriter and influential author of the screenwriting guide "Save the Cat!", known for popularizing a widely used story-structure method in Hollywood.
-
C.
Bruce Weitz
Bruce Weitz is an American actor best known for his Emmy-winning role as the eccentric detective Mick Belker on the television series "Hill Street Blues."
-
D.
Dean Devlin
Dean Devlin is an American film and television producer, writer, and director best known for his work on science fiction and action projects such as "Independence Day," "Stargate," and various genre TV series.
-
E.
Paul Vogel
Paul Vogel was an American cinematographer best known for his work on classic Hollywood films, including the Oscar-winning "Battleground."
- 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: Eric Warren Singer Triple: [American Hustle, screenwriter, Eric Warren Singer]
Generated description
Eric Warren Singer is an American screenwriter known for co-writing the acclaimed crime film "American Hustle."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eric Warren Singer Target entity description: Eric Warren Singer is an American screenwriter known for co-writing the acclaimed crime film "American Hustle."
-
A.
Josh Singer
Josh Singer is an American screenwriter known for his work on acclaimed films such as "Spotlight" and "The Post," often focusing on journalism and real-life events.
-
B.
Blake Snyder
Blake Snyder was an American screenwriter and influential author of the screenwriting guide "Save the Cat!", known for popularizing a widely used story-structure method in Hollywood.
-
C.
Bruce Weitz
Bruce Weitz is an American actor best known for his Emmy-winning role as the eccentric detective Mick Belker on the television series "Hill Street Blues."
-
D.
Dean Devlin
Dean Devlin is an American film and television producer, writer, and director best known for his work on science fiction and action projects such as "Independence Day," "Stargate," and various genre TV series.
-
E.
Paul Vogel
Paul Vogel was an American cinematographer best known for his work on classic Hollywood films, including the Oscar-winning "Battleground."
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a4ccbf08190a7580c9e758804d0 |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e5f612c8190824deb0813a9f981 |
completed | March 11, 2026, 8:57 a.m. |
| NEDg | Description generation | batch_69b12eec384881908e6bbb6b52a3f607 |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1ca54a5ec8190b8f35119ae23051f |
completed | March 11, 2026, 8:02 p.m. |
Created at: March 8, 2026, 3 p.m.