Triple
T16553404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Nujoma |
E402128
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Utoni Nujoma
Utoni Nujoma is a Namibian politician and lawyer who has served in various ministerial positions, including as Minister of Justice.
|
E1223778
|
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: Utoni Nujoma | Statement: [Sam Nujoma, hasChild, Utoni Nujoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Utoni Nujoma Context triple: [Sam Nujoma, hasChild, Utoni Nujoma]
-
A.
Kovambo Nujoma
Kovambo Nujoma is a Namibian public figure best known as the longtime wife of founding President Sam Nujoma and former First Lady of Namibia.
-
B.
Sam Nujoma
Sam Nujoma is a Namibian revolutionary leader and founding president who led the country to independence and served as its first head of state.
-
C.
Josina Machel
Josina Machel was a prominent Mozambican freedom fighter and women's rights activist who played a key role in the struggle for independence from Portuguese colonial rule.
-
D.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
E.
Anthony Khama
Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
- 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: Utoni Nujoma Triple: [Sam Nujoma, hasChild, Utoni Nujoma]
Generated description
Utoni Nujoma is a Namibian politician and lawyer who has served in various ministerial positions, including as Minister of Justice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Utoni Nujoma Target entity description: Utoni Nujoma is a Namibian politician and lawyer who has served in various ministerial positions, including as Minister of Justice.
-
A.
Kovambo Nujoma
Kovambo Nujoma is a Namibian public figure best known as the longtime wife of founding President Sam Nujoma and former First Lady of Namibia.
-
B.
Sam Nujoma
Sam Nujoma is a Namibian revolutionary leader and founding president who led the country to independence and served as its first head of state.
-
C.
Josina Machel
Josina Machel was a prominent Mozambican freedom fighter and women's rights activist who played a key role in the struggle for independence from Portuguese colonial rule.
-
D.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
E.
Anthony Khama
Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e34fc737ac8190b755e2a39b6ef32b |
completed | April 18, 2026, 9:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007da25db08190808fd20f948cf08b |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e6507208190b3f32c05a2f647bd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f2cefa081908734a907da33a72f |
completed | May 10, 2026, 12:50 p.m. |
Created at: April 10, 2026, 5:15 a.m.