Triple

T372395
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama Sr. E8294 entity
Predicate employer P7 FINISHED
Object 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.
 E47585 NE FINISHED

How this triple was built (4 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: Kenyan Ministry of Transport | Statement: [Barack Obama Sr., employer, Kenyan Ministry of Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kenyan Ministry of Transport
Context triple: [Barack Obama Sr., employer, Kenyan Ministry of Transport]
  • A. 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.
  • B. Ministry of Transport of Egypt
    The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
  • C. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • D. United Nations Office at Nairobi
    The United Nations Office at Nairobi is one of the UN’s main headquarters, serving as the organization’s African hub and hosting key UN agencies and conferences.
  • E. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • 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: Kenyan Ministry of Transport
Triple: [Barack Obama Sr., employer, Kenyan Ministry of Transport]
Generated description
The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kenyan Ministry of Transport
Target entity description: The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
  • A. 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.
  • B. Ministry of Transport of Egypt
    The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
  • C. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • D. United Nations Office at Nairobi
    The United Nations Office at Nairobi is one of the UN’s main headquarters, serving as the organization’s African hub and hosting key UN agencies and conferences.
  • E. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • F. None of above. chosen

Provenance (5 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec018d508190b5687a9ba90b3092 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f4da5b2881909f71546e714c7883 completed March 1, 2026, 8:12 a.m.
NEDg Description generation batch_69a3f544f4d48190ae1adb4b0f1fd438 completed March 1, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69a3f5932d888190bb1444d6372b1294 completed March 1, 2026, 8:15 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.