Triple

T13831943
Position Surface form Disambiguated ID Type / Status
Subject First Blair ministry E332417 entity
Predicate educationSecretary P97331 FINISHED
Object David Blunkett E86485 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: David Blunkett | Statement: [First Blair ministry, educationSecretary, David Blunkett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Blunkett
Context triple: [First Blair ministry, educationSecretary, David Blunkett]
  • A. David Blunkett chosen
    David Blunkett is a British Labour politician who served as Home Secretary and is known for being one of the UK's most prominent blind public figures.
  • B. William Hague
    William Hague is a British Conservative politician and former Foreign Secretary who also served as Leader of the Opposition and held several senior cabinet posts.
  • C. Jack Straw
    Jack Straw is a British Labour politician who served as Home Secretary and Foreign Secretary and was a prominent figure in Tony Blair’s government.
  • D. Jack Straw
    "Jack Straw" is a classic Grateful Dead song, co-written by Bob Weir and Robert Hunter, known for its storytelling lyrics and frequent inclusion in the band’s live performances.
  • E. Trevor Manuel
    Trevor Manuel is a prominent South African politician and former Minister of Finance who played a key role in shaping the country’s post-apartheid economic policy.
  • 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: educationSecretary
Context triple: [First Blair ministry, educationSecretary, David Blunkett]
  • A. educationMinister chosen
    Indicates that one entity serves as the education minister (or holds the ministerial role responsible for education) in relation to another entity, typically a government or jurisdiction.
  • B. hasEducationalMinistry
    Indicates that an entity maintains or is associated with a ministry or department responsible for education-related functions or policies.
  • C. presidentOfTheBoardOfEducation
    Indicates that one entity holds the position of president (or chief presiding officer) of the other entity’s board of education.
  • D. officeStartForMinisterOfEducation
    Indicates the date or point in time when a person begins serving as the Minister of Education.
  • E. officeEndForMinisterOfEducation
    Indicates the point in time or event at which a person's term as Minister of Education comes to an end.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7d20f548190a9f48e8c613abed4 completed May 7, 2026, 8:36 p.m.
PD Predicate disambiguation batch_69dbc86668e08190ba9135d1c3f38d35 completed April 12, 2026, 4:29 p.m.
Created at: April 9, 2026, 10:13 p.m.