Triple

T12209525
Position Surface form Disambiguated ID Type / Status
Subject Twenty Twelve E290918 entity
Predicate hasCharacter P2308 FINISHED
Object Graham Hitchins
Graham Hitchins is a fictional character from the British mockumentary sitcom "Twenty Twelve," which satirizes the organizing committee behind the 2012 London Olympics.
E998505 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: Graham Hitchins | Statement: [Twenty Twelve, hasCharacter, Graham Hitchins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graham Hitchins
Context triple: [Twenty Twelve, hasCharacter, Graham Hitchins]
  • A. Graham Simpson
    Graham Simpson was an English bassist best known as a founding member of the art rock band Roxy Music.
  • B. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • C. Graham Walters
    Graham Walters is a film producer best known for his work on the acclaimed Pixar animated feature "Finding Nemo."
  • D. Graham Roland
    Graham Roland is an American television writer and producer known for developing and writing action and thriller series, including co-creating the Tom Clancy adaptation "Jack Ryan."
  • E. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • 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: Graham Hitchins
Triple: [Twenty Twelve, hasCharacter, Graham Hitchins]
Generated description
Graham Hitchins is a fictional character from the British mockumentary sitcom "Twenty Twelve," which satirizes the organizing committee behind the 2012 London Olympics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graham Hitchins
Target entity description: Graham Hitchins is a fictional character from the British mockumentary sitcom "Twenty Twelve," which satirizes the organizing committee behind the 2012 London Olympics.
  • A. Graham Simpson
    Graham Simpson was an English bassist best known as a founding member of the art rock band Roxy Music.
  • B. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • C. Graham Walters
    Graham Walters is a film producer best known for his work on the acclaimed Pixar animated feature "Finding Nemo."
  • D. Graham Roland
    Graham Roland is an American television writer and producer known for developing and writing action and thriller series, including co-creating the Tom Clancy adaptation "Jack Ryan."
  • E. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7ed4688190b0546b784e36b0ec completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6717f930c8190ad4713f1040d552a completed May 2, 2026, 9:49 p.m.
NEDg Description generation batch_69f6738fb13881909be53b9bd9960944 completed May 2, 2026, 9:58 p.m.
NED2 Entity disambiguation (via description) batch_69f677cabbb48190b5a097af0237595c completed May 2, 2026, 10:16 p.m.
Created at: April 8, 2026, 9:51 p.m.