Triple

T2358875
Position Surface form Disambiguated ID Type / Status
Subject Luo people E47222 entity
Predicate notablePerson P304 FINISHED
Object Tom Mboya
Tom Mboya was a prominent Kenyan nationalist leader, trade unionist, and politician who played a key role in the country’s struggle for independence and early post-independence government.
E263451 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: Tom Mboya | Statement: [Luo people, notablePerson, Tom Mboya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Mboya
Context triple: [Luo people, notablePerson, Tom Mboya]
  • A. Jaramogi Oginga Odinga
    Jaramogi Oginga Odinga was a prominent Kenyan nationalist leader, the country’s first vice president, and a key political figure in the struggle for independence and postcolonial politics.
  • B. Jomo Kenyatta
    Jomo Kenyatta was a Kenyan anti-colonial activist and politician who became the country’s first prime minister and later its first president, widely regarded as the founding father of modern Kenya.
  • C. Julius Nyerere
    Julius Nyerere was the first president of independent Tanzania, a prominent African nationalist and advocate of African socialism and pan-African unity.
  • D. Raila Odinga
    Raila Odinga is a prominent Kenyan politician and longtime opposition leader who has served as Prime Minister and played a central role in the country’s pro-democracy and reform movements.
  • E. Samora Machel
    Samora Machel was a Mozambican revolutionary leader and the first president of independent Mozambique, known for his role in the struggle against Portuguese colonial rule and his advocacy of socialist policies.
  • 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: Tom Mboya
Triple: [Luo people, notablePerson, Tom Mboya]
Generated description
Tom Mboya was a prominent Kenyan nationalist leader, trade unionist, and politician who played a key role in the country’s struggle for independence and early post-independence government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Mboya
Target entity description: Tom Mboya was a prominent Kenyan nationalist leader, trade unionist, and politician who played a key role in the country’s struggle for independence and early post-independence government.
  • A. Jaramogi Oginga Odinga
    Jaramogi Oginga Odinga was a prominent Kenyan nationalist leader, the country’s first vice president, and a key political figure in the struggle for independence and postcolonial politics.
  • B. Jomo Kenyatta
    Jomo Kenyatta was a Kenyan anti-colonial activist and politician who became the country’s first prime minister and later its first president, widely regarded as the founding father of modern Kenya.
  • C. Julius Nyerere
    Julius Nyerere was the first president of independent Tanzania, a prominent African nationalist and advocate of African socialism and pan-African unity.
  • D. Raila Odinga
    Raila Odinga is a prominent Kenyan politician and longtime opposition leader who has served as Prime Minister and played a central role in the country’s pro-democracy and reform movements.
  • E. Samora Machel
    Samora Machel was a Mozambican revolutionary leader and the first president of independent Mozambique, known for his role in the struggle against Portuguese colonial rule and his advocacy of socialist policies.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc720b9048190a5d3b19e5e1f373a completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3c37c448190b2d1fd5c404e0050 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb48dfbfc81908193c909315bd030 completed March 9, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69aeb57af28c8190bfca30ad3e7ca8b3 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:55 p.m.