Triple

T2245749
Position Surface form Disambiguated ID Type / Status
Subject The Queen E49499 entity
Predicate director P255 FINISHED
Object Stephen Frears
Stephen Frears is a British film director known for acclaimed works such as "Dangerous Liaisons," "High Fidelity," and "Philomena."
E247974 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: Stephen Frears | Statement: [The Queen, director, Stephen Frears]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Frears
Context triple: [The Queen, director, Stephen Frears]
  • A. Stephen Daldry
    Stephen Daldry is an acclaimed British theatre and film director and producer known for works such as "Billy Elliot," "The Hours," and "The Reader."
  • B. Mike Leigh
    Mike Leigh is an acclaimed British film and theatre director and screenwriter known for his improvisation-based method and socially realist works such as "Secrets & Lies" and "Vera Drake."
  • C. Bruce Beresford
    Bruce Beresford is an acclaimed Australian film director known for his influential role in the Australian New Wave movement and for internationally recognized films such as "Breaker Morant" and "Driving Miss Daisy."
  • D. Alan Parker
    Alan Parker was a renowned British film director, producer, and screenwriter known for acclaimed works such as "Midnight Express," "Fame," and "Mississippi Burning."
  • E. Roger Michell
    Roger Michell was a British film and theatre director best known for his acclaimed romantic comedies and character-driven dramas, including the hit film "Notting Hill."
  • 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: Stephen Frears
Triple: [The Queen, director, Stephen Frears]
Generated description
Stephen Frears is a British film director known for acclaimed works such as "Dangerous Liaisons," "High Fidelity," and "Philomena."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Frears
Target entity description: Stephen Frears is a British film director known for acclaimed works such as "Dangerous Liaisons," "High Fidelity," and "Philomena."
  • A. Stephen Daldry
    Stephen Daldry is an acclaimed British theatre and film director and producer known for works such as "Billy Elliot," "The Hours," and "The Reader."
  • B. Mike Leigh
    Mike Leigh is an acclaimed British film and theatre director and screenwriter known for his improvisation-based method and socially realist works such as "Secrets & Lies" and "Vera Drake."
  • C. Bruce Beresford
    Bruce Beresford is an acclaimed Australian film director known for his influential role in the Australian New Wave movement and for internationally recognized films such as "Breaker Morant" and "Driving Miss Daisy."
  • D. Alan Parker
    Alan Parker was a renowned British film director, producer, and screenwriter known for acclaimed works such as "Midnight Express," "Fame," and "Mississippi Burning."
  • E. Roger Michell
    Roger Michell was a British film and theatre director best known for his acclaimed romantic comedies and character-driven dramas, including the hit film "Notting Hill."
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1284d0819093b041ede90d4c53 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.