Triple

T2834954
Position Surface form Disambiguated ID Type / Status
Subject Planes, Trains and Automobiles E62326 entity
Predicate director P255 FINISHED
Object John Hughes
John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies and heartfelt coming-of-age films such as "The Breakfast Club," "Sixteen Candles," and "Ferris Bueller's Day Off."
E302654 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: John Hughes | Statement: [Planes, Trains and Automobiles, director, John Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hughes
Context triple: [Planes, Trains and Automobiles, director, John Hughes]
  • A. John Hughes
    John Hughes was a 19th-century Irish-born American Catholic archbishop of New York who played a major role in expanding Catholic education in the United States.
  • B. Ivan Reitman
    Ivan Reitman was a Canadian-American film director and producer best known for directing hit comedies such as "Ghostbusters," "Stripes," and "Kindergarten Cop."
  • C. John F. Hughes
    John F. Hughes is a computer scientist known for his contributions to computer graphics and as a co-author of the influential textbook "Computer Graphics: Principles and Practice."
  • 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. David Seltzer
    David Seltzer is an American screenwriter and director best known for writing the horror classic "The Omen" (1976) and for his work on films such as "Lucas" and "Punchline."
  • 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: John Hughes
Triple: [Planes, Trains and Automobiles, director, John Hughes]
Generated description
John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies and heartfelt coming-of-age films such as "The Breakfast Club," "Sixteen Candles," and "Ferris Bueller's Day Off."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Hughes
Target entity description: John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies and heartfelt coming-of-age films such as "The Breakfast Club," "Sixteen Candles," and "Ferris Bueller's Day Off."
  • A. John Hughes
    John Hughes was a 19th-century Irish-born American Catholic archbishop of New York who played a major role in expanding Catholic education in the United States.
  • B. Ivan Reitman
    Ivan Reitman was a Canadian-American film director and producer best known for directing hit comedies such as "Ghostbusters," "Stripes," and "Kindergarten Cop."
  • C. John F. Hughes
    John F. Hughes is a computer scientist known for his contributions to computer graphics and as a co-author of the influential textbook "Computer Graphics: Principles and Practice."
  • 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. David Seltzer
    David Seltzer is an American screenwriter and director best known for writing the horror classic "The Omen" (1976) and for his work on films such as "Lucas" and "Punchline."
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdeea881481908d759c72798a50fb completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8c45c548190ac67b94a845cc730 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afe9a000c4819085be1794bff0d506 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b0010b0ddc8190b4bfb18448f88077 completed March 10, 2026, 11:31 a.m.
Created at: March 6, 2026, 10:01 p.m.