Triple

T18357871
Position Surface form Disambiguated ID Type / Status
Subject The Beatles filmography E439840 entity
Predicate subjectOf P38 FINISHED
Object The Hours and Times (1991 film, Beatles-related)
The Hours and Times is a 1991 independent drama that imagines an intimate, speculative account of a 1963 trip to Barcelona taken by John Lennon and Beatles manager Brian Epstein.
E894375 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: The Hours and Times (1991 film, Beatles-related) | Statement: [The Beatles filmography, subjectOf, The Hours and Times (1991 film, Beatles-related)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hours and Times (1991 film, Beatles-related)
Context triple: [The Beatles filmography, subjectOf, The Hours and Times (1991 film, Beatles-related)]
  • A. John Lennon in The Hours and Times
    John Lennon in *The Hours and Times* is a fictionalized version of the famed Beatles musician, depicted during a speculative, intimate trip to Barcelona with manager Brian Epstein.
  • B. The Beatles: Eight Days a Week – The Touring Years
    The Beatles: Eight Days a Week – The Touring Years is a documentary film that chronicles The Beatles’ intense touring period from 1962 to 1966, highlighting their rise to global fame and the cultural impact of Beatlemania.
  • C. The Beatles Story
    The Beatles Story is a museum and visitor attraction in Liverpool dedicated to the history, music, and legacy of The Beatles.
  • D. "The Beatles Anthology" production work
    "The Beatles Anthology" production work refers to George Martin’s extensive role overseeing, restoring, and producing the audio for the comprehensive Beatles retrospective project spanning archival recordings, outtakes, and documentary material.
  • E. The Beatles Anthology
    The Beatles Anthology is a comprehensive multimedia project—including a documentary series, book, and three double albums—that chronicles the history, music, and legacy of the Beatles using archival footage, interviews, and previously unreleased recordings.
  • 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: The Hours and Times (1991 film, Beatles-related)
Triple: [The Beatles filmography, subjectOf, The Hours and Times (1991 film, Beatles-related)]
Generated description
The Hours and Times is a 1991 independent drama that imagines an intimate, speculative account of a 1963 trip to Barcelona taken by John Lennon and Beatles manager Brian Epstein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hours and Times (1991 film, Beatles-related)
Target entity description: The Hours and Times is a 1991 independent drama that imagines an intimate, speculative account of a 1963 trip to Barcelona taken by John Lennon and Beatles manager Brian Epstein.
  • A. John Lennon in The Hours and Times chosen
    John Lennon in *The Hours and Times* is a fictionalized version of the famed Beatles musician, depicted during a speculative, intimate trip to Barcelona with manager Brian Epstein.
  • B. The Beatles: Eight Days a Week – The Touring Years
    The Beatles: Eight Days a Week – The Touring Years is a documentary film that chronicles The Beatles’ intense touring period from 1962 to 1966, highlighting their rise to global fame and the cultural impact of Beatlemania.
  • C. The Beatles Story
    The Beatles Story is a museum and visitor attraction in Liverpool dedicated to the history, music, and legacy of The Beatles.
  • D. "The Beatles Anthology" production work
    "The Beatles Anthology" production work refers to George Martin’s extensive role overseeing, restoring, and producing the audio for the comprehensive Beatles retrospective project spanning archival recordings, outtakes, and documentary material.
  • E. The Beatles Anthology
    The Beatles Anthology is a comprehensive multimedia project—including a documentary series, book, and three double albums—that chronicles the history, music, and legacy of the Beatles using archival footage, interviews, and previously unreleased recordings.
  • F. None of above.

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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516d88bc481909bcfd2e8984b7216 completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc30674081908a7e97c02b206413 completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03ccc394288190a22bb126bcd23ed2 completed May 13, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_6a03d01168508190afa359d0a2ec74b1 completed May 13, 2026, 1:12 a.m.
Created at: April 10, 2026, 10:37 a.m.