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.