Triple
T2172774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonnie and Clyde |
E48461
|
entity |
| Predicate | uncreditedContributor |
P30146
|
FINISHED |
| Object |
Robert Towne
Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
|
E238646
|
NE FINISHED |
How this triple was built (5 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: Robert Towne | Statement: [Bonnie and Clyde, uncreditedContributor, Robert Towne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Towne Context triple: [Bonnie and Clyde, uncreditedContributor, Robert Towne]
-
A.
William Goldman
William Goldman was an acclaimed American novelist and screenwriter known for works such as "Butch Cassidy and the Sundance Kid" and "The Princess Bride."
-
B.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
C.
Curtis Hanson
Curtis Hanson was an American filmmaker best known for his stylish, character-driven thrillers and dramas, including the acclaimed neo-noir crime film "L.A. Confidential."
-
D.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
-
E.
Richard Langer
Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
- 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: Robert Towne Triple: [Bonnie and Clyde, uncreditedContributor, Robert Towne]
Generated description
Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Towne Target entity description: Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
-
A.
William Goldman
William Goldman was an acclaimed American novelist and screenwriter known for works such as "Butch Cassidy and the Sundance Kid" and "The Princess Bride."
-
B.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
C.
Curtis Hanson
Curtis Hanson was an American filmmaker best known for his stylish, character-driven thrillers and dramas, including the acclaimed neo-noir crime film "L.A. Confidential."
-
D.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
-
E.
Richard Langer
Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: uncreditedContributor Context triple: [Bonnie and Clyde, uncreditedContributor, Robert Towne]
-
A.
uncreditedDirector
Indicates that a person directed a work but was not officially credited as its director.
-
B.
hasContributionFrom
chosen
Indicates that something (such as a work, project, or outcome) is created, influenced, or supported in part by a specified contributor.
-
C.
creditedFor
Indicates that one entity is acknowledged as the source, contributor, or originator responsible for another entity (such as a work, achievement, or outcome).
-
D.
contributors
Indicates that one or more entities have provided work, resources, or input toward the creation, development, or maintenance of another entity.
-
E.
tributeFrom
Indicates that one entity pays or provides tribute, often as a sign of submission or obligation, to another entity.
- F. None of above.
Provenance (6 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc1559ff481908efe3f214b2570dc |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58f6c8c8819081a06861f6133fe9 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae5989f054819082f36e5515bec3ca |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a140b0c8190beb470d69da0b439 |
completed | March 9, 2026, 5:26 a.m. |
| PD | Predicate disambiguation | batch_69abbd9efc1c81909a65044a1ffc9038 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:45 p.m.