Triple

T5345152
Position Surface form Disambiguated ID Type / Status
Subject Department for Innovation, Universities and Skills E124035 entity
Predicate lastSecretaryOfState P23783 FINISHED
Object John Denham E518087 NE FINISHED

How this triple was built (3 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 Denham | Statement: [Department for Innovation, Universities and Skills, lastSecretaryOfState, John Denham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Denham
Context triple: [Department for Innovation, Universities and Skills, lastSecretaryOfState, John Denham]
  • A. John Denham chosen
    John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
  • B. Jonathan Hales
    Jonathan Hales is a British screenwriter best known for co-writing the screenplay of "Star Wars: Episode II – Attack of the Clones" and for his work on the "Young Indiana Jones" television series.
  • C. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • D. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • E. Chris Haywood
    Chris Haywood is an Australian actor known for his extensive work in film, television, and theatre since the 1970s.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lastSecretaryOfState
Context triple: [Department for Innovation, Universities and Skills, lastSecretaryOfState, John Denham]
  • A. precededInOfficeAsSecretaryOfStateBy
    Indicates that one person assumed the role of Secretary of State after another specific person, who held the office immediately before them.
  • B. currentSecretary
    Indicates that one entity currently holds the position or role of secretary for another entity.
  • C. succeededInOfficeAsSecretaryOfStateBy
    Indicates that one individual was followed in the role of Secretary of State by another individual, who took over the office after them.
  • D. hasUSSecretaryOfDefense
    Indicates that an entity has, or is associated with, a specific individual serving in the role of United States Secretary of Defense.
  • E. stateSecretary chosen
    Indicates that one entity holds or is associated with the position of state secretary in relation to another entity (such as a government, state, or administration).
  • F. None of above.

Provenance (4 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ea5e748190a9943de794e5c1ec completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3a8f29488190b7c622a260319328 completed March 22, 2026, 12:40 a.m.
PD Predicate disambiguation batch_69bd845a62b081909782863865b257a9 completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 2:01 p.m.