Triple

T3371821
Position Surface form Disambiguated ID Type / Status
Subject BBC Three E70971 entity
Predicate notableProgram P4 FINISHED
Object Bad Education
Bad Education is a British television sitcom starring Jack Whitehall as an inept young teacher at a dysfunctional secondary school.
 E354102 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: Bad Education | Statement: [BBC Three, notableProgram, Bad Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Education
Context triple: [BBC Three, notableProgram, Bad Education]
  • A. Bad Education
    Bad Education is a 2004 Spanish drama film directed by Pedro Almodóvar that explores themes of sexual abuse, identity, and memory within the Catholic Church and the film industry.
  • B. American Educator
    American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • C. In School
    In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
  • D. A Teacher
    A Teacher is a 2013 drama film and later television miniseries that explores the illicit relationship between a high school teacher and her student.
  • E. The Faculty
    The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
  • 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: Bad Education
Triple: [BBC Three, notableProgram, Bad Education]
Generated description
Bad Education is a British television sitcom starring Jack Whitehall as an inept young teacher at a dysfunctional secondary school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Education
Target entity description: Bad Education is a British television sitcom starring Jack Whitehall as an inept young teacher at a dysfunctional secondary school.
  • A. Bad Education
    Bad Education is a 2004 Spanish drama film directed by Pedro Almodóvar that explores themes of sexual abuse, identity, and memory within the Catholic Church and the film industry.
  • B. American Educator
    American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • C. In School
    In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
  • D. A Teacher
    A Teacher is a 2013 drama film and later television miniseries that explores the illicit relationship between a high school teacher and her student.
  • E. The Faculty
    The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
  • 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_69ad85a729d48190afd789cd8417f289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2bc9bc881908b22edd631a1c110 completed March 8, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3343fd8a08190bf426884ec42948c completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e5171c8190a01bb6fef5644825 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3390c50b08190b6239b5f0d1eb4ba completed March 12, 2026, 10:07 p.m.
Created at: March 8, 2026, 3:13 p.m.