Triple

T864591
Position Surface form Disambiguated ID Type / Status
Subject Chitty-Chitty-Bang-Bang E18672 entity
Predicate hasNotableAdaptationDirector P4744 FINISHED
Object Ken Hughes
Ken Hughes was a British film director and screenwriter best known for directing the 1968 musical fantasy film "Chitty Chitty Bang Bang."
E107776 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: Ken Hughes | Statement: [Chitty-Chitty-Bang-Bang, hasNotableAdaptationDirector, Ken Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ken Hughes
Context triple: [Chitty-Chitty-Bang-Bang, hasNotableAdaptationDirector, Ken Hughes]
  • A. Tom Benedek
    Tom Benedek is an American screenwriter best known for co-writing the science fiction film "Cocoon."
  • B. Hal Ashby
    Hal Ashby was an influential American film director and editor of the New Hollywood era, known for acclaimed, offbeat classics such as "Harold and Maude," "Shampoo," and "Being There."
  • C. Don Siegel
    Don Siegel was an American film director best known for his taut, hard-edged action and crime dramas, including classics like "Dirty Harry" and "Invasion of the Body Snatchers."
  • D. Reg Rogers
    Reg Rogers is an American character actor known for his work in film, television, and theater, often portraying eccentric or villainous roles.
  • E. Samuel Fuller
    Samuel Fuller was an English physician and prominent Pilgrim who sailed on the Mayflower and served as the chief doctor for the Plymouth Colony.
  • 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: Ken Hughes
Triple: [Chitty-Chitty-Bang-Bang, hasNotableAdaptationDirector, Ken Hughes]
Generated description
Ken Hughes was a British film director and screenwriter best known for directing the 1968 musical fantasy film "Chitty Chitty Bang Bang."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ken Hughes
Target entity description: Ken Hughes was a British film director and screenwriter best known for directing the 1968 musical fantasy film "Chitty Chitty Bang Bang."
  • A. Tom Benedek
    Tom Benedek is an American screenwriter best known for co-writing the science fiction film "Cocoon."
  • B. Hal Ashby
    Hal Ashby was an influential American film director and editor of the New Hollywood era, known for acclaimed, offbeat classics such as "Harold and Maude," "Shampoo," and "Being There."
  • C. Don Siegel
    Don Siegel was an American film director best known for his taut, hard-edged action and crime dramas, including classics like "Dirty Harry" and "Invasion of the Body Snatchers."
  • D. Reg Rogers
    Reg Rogers is an American character actor known for his work in film, television, and theater, often portraying eccentric or villainous roles.
  • E. Samuel Fuller
    Samuel Fuller was an English physician and prominent Pilgrim who sailed on the Mayflower and served as the chief doctor for the Plymouth Colony.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableAdaptationDirector
Context triple: [Chitty-Chitty-Bang-Bang, hasNotableAdaptationDirector, Ken Hughes]
  • A. notableAdaptation
    Indicates that one work is a significant adaptation or reinterpretation of another work.
  • B. notableDirector chosen
    Indicates that a person has directed a work (such as a film or show) in a way that is recognized as significant or distinguished.
  • C. featureDirectorialDebutOf
    Indicates that a work (typically a film) serves as the first directorial effort of a particular director.
  • D. adaptedAs
    Indicates that one work, concept, or entity has been transformed or re-created into another form or medium based on the original.
  • E. hasNotableComposer
    Indicates that an entity is associated with a composer who is recognized as particularly significant or distinguished.
  • 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_69a4938ce8688190a24bdfef82ba7d21 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac6acc148190bcc00a1e939ace77 completed March 1, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf53ee748190b5a08bd7a6d0614c completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7cfbf8cf08190b41d4e322e1bc61c completed March 4, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7d01bd97081909d176e8fbb096859 completed March 4, 2026, 6:24 a.m.
PD Predicate disambiguation batch_69a4aa86065881909d477e26fdd84d45 completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:39 p.m.