Triple

T18896462
Position Surface form Disambiguated ID Type / Status
Subject Francis Muthaura E462221 entity
Predicate positionHeld P8 FINISHED
Object Head of the Civil Service of Kenya — NE NERFINISHED

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: Head of the Civil Service of Kenya | Statement: [Francis Muthaura, positionHeld, Head of the Civil Service of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Head of the Civil Service of Kenya
Context triple: [Francis Muthaura, positionHeld, Head of the Civil Service of Kenya]
  • A. Chief of Staff, Office of the President of Kenya
    The Chief of Staff, Office of the President of Kenya, is the senior official who manages the President’s executive office, coordinates government policy implementation, and oversees key presidential advisors and communications.
  • B. Minister of Home Affairs of Kenya
    The Minister of Home Affairs of Kenya is a senior government cabinet position responsible for internal security, immigration, and domestic administration within the country.
  • C. Cabinet Secretary for Education, Kenya
    The Cabinet Secretary for Education, Kenya is the national government minister responsible for formulating and overseeing education policy, administration, and standards across Kenya’s entire education sector.
  • D. Vice-President of Kenya
    The Vice-President of Kenya is the second-highest executive office in the Kenyan government, serving as the principal assistant and constitutional successor to the President.
  • E. Minister for Finance of Kenya
    The Minister for Finance of Kenya is the cabinet official responsible for formulating and overseeing the country’s fiscal policy, national budget, and public financial management.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Head of the Civil Service of Kenya
Target entity description: The Head of the Civil Service of Kenya is the top-ranking public official responsible for overseeing and coordinating the operations and administration of the Kenyan government’s civil service.
  • A. Chief of Staff, Office of the President of Kenya
    The Chief of Staff, Office of the President of Kenya, is the senior official who manages the President’s executive office, coordinates government policy implementation, and oversees key presidential advisors and communications.
  • B. Minister of Home Affairs of Kenya
    The Minister of Home Affairs of Kenya is a senior government cabinet position responsible for internal security, immigration, and domestic administration within the country.
  • C. Cabinet Secretary for Education, Kenya
    The Cabinet Secretary for Education, Kenya is the national government minister responsible for formulating and overseeing education policy, administration, and standards across Kenya’s entire education sector.
  • D. Vice-President of Kenya
    The Vice-President of Kenya is the second-highest executive office in the Kenyan government, serving as the principal assistant and constitutional successor to the President.
  • E. Minister for Finance of Kenya
    The Minister for Finance of Kenya is the cabinet official responsible for formulating and overseeing the country’s fiscal policy, national budget, and public financial management.
  • F. None of above. chosen

Provenance (2 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c47f6c948190918ade08bb88f1fd completed April 20, 2026, 6:15 a.m.
Created at: April 10, 2026, 11:58 a.m.