Triple

T5531885
Position Surface form Disambiguated ID Type / Status
Subject Ferris Bueller's Day Off E145067 entity
Predicate director P255 FINISHED
Object John Hughes E302654 NE FINISHED

How this triple was built (2 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: [Ferris Bueller's Day Off, director, John Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hughes
Context triple: [Ferris Bueller's Day Off, 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. John Hughes chosen
    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."
  • C. John Hughes
    John Hughes was a 19th-century Welsh industrialist whose establishment of a major steelworks in the Russian Empire led to the development of the city that became Donetsk.
  • D. James L. Brooks
    James L. Brooks is an American writer, director, and producer best known for creating and producing acclaimed television series like "The Mary Tyler Moore Show" and "The Simpsons" and for directing the Oscar-winning film "Terms of Endearment."
  • E. 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."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9d17ec8190b93b12931a4c1b33 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028094fa48190a1f48779a7963af9 completed March 22, 2026, 5:34 p.m.
Created at: March 22, 2026, 3:34 p.m.