Triple

T5345151
Position Surface form Disambiguated ID Type / Status
Subject Department for Innovation, Universities and Skills E124035 entity
Predicate firstSecretaryOfState P63147 FINISHED
Object John Denham
John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
E518087 NE FINISHED

How this triple was built (5 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, firstSecretaryOfState, 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, firstSecretaryOfState, John Denham]
  • A. 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.
  • B. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • C. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • D. Chris Haywood
    Chris Haywood is an Australian actor known for his extensive work in film, television, and theatre since the 1970s.
  • E. Billy Hutchinson
    Billy Hutchinson is a Northern Irish loyalist politician and former paramilitary member who became a prominent leader of the Progressive Unionist Party.
  • 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: John Denham
Triple: [Department for Innovation, Universities and Skills, firstSecretaryOfState, John Denham]
Generated description
John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Denham
Target entity description: John Denham is a British Labour politician who served in senior ministerial roles, including overseeing higher education and innovation policy in the UK government.
  • A. 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.
  • B. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • C. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • D. Chris Haywood
    Chris Haywood is an Australian actor known for his extensive work in film, television, and theatre since the 1970s.
  • E. Billy Hutchinson
    Billy Hutchinson is a Northern Irish loyalist politician and former paramilitary member who became a prominent leader of the Progressive Unionist Party.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstSecretaryOfState
Context triple: [Department for Innovation, Universities and Skills, firstSecretaryOfState, John Denham]
  • A. formerFirstSecretary
    Indicates that the subject previously held, but no longer holds, the position of First Secretary in relation to the object.
  • B. firstSecretaryGeneral
    Indicates that the subject is the first person to hold the position of secretary general of the specified organization or body.
  • C. firstSecretaryTitle
    Indicates the official title held by the person serving as the first secretary in a given organization or context.
  • D. precededInOfficeAsSecretaryOfStateBy
    Indicates that one person assumed the role of Secretary of State after another specific person, who held the office immediately before them.
  • E. succeededInOfficeAsSecretaryOfStateBy
    Indicates that one individual was followed in the role of Secretary of State by another individual, who took over the office after them.
  • F. None of above. chosen

Provenance (7 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_69bf33395b248190a1552288a3d5213c completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf3738aac48190a84954b98e896208 completed March 22, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69bf378616788190b2961ddff189e7fc completed March 22, 2026, 12:27 a.m.
PD Predicate disambiguation batch_69bd845a62b081909782863865b257a9 completed March 20, 2026, 5:31 p.m.
PDg Predicate description generation batch_69bd85e69e808190b29548670fd2900a completed March 20, 2026, 5:37 p.m.
Created at: March 20, 2026, 2:01 p.m.