Triple

T2357310
Position Surface form Disambiguated ID Type / Status
Subject Kenyan Ministry of Transport E47585 entity
Predicate hasHead P981 FINISHED
Object Cabinet Secretary for Transport (Kenya) E200609 NE FINISHED

How this triple was built (2 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: Cabinet Secretary for Transport (Kenya) | Statement: [Kenyan Ministry of Transport, hasHead, Cabinet Secretary for Transport (Kenya)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cabinet Secretary for Transport (Kenya)
Context triple: [Kenyan Ministry of Transport, hasHead, Cabinet Secretary for Transport (Kenya)]
  • A. Kenyan Ministry of Transport
    The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
  • B. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
  • C. Cabinet of Kenya
    The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
  • D. Cabinet Secretaries of Kenya chosen
    Cabinet Secretaries of Kenya are the top executive officials heading government ministries, appointed by the President to implement national policies and manage public administration.
  • E. Moses Wetang'ula
    Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc71e0c68819082eebd80721abcc1 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae9638ef948190adf945aba42fac76 completed March 9, 2026, 9:43 a.m.
Created at: March 4, 2026, 7:54 p.m.