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.