Triple
T16553403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Nujoma |
E402128
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E1222471
|
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: Kovambo Nujoma | Statement: [Sam Nujoma, spouse, Kovambo Nujoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kovambo Nujoma Context triple: [Sam Nujoma, spouse, Kovambo Nujoma]
-
A.
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.
-
B.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
C.
Anthony Khama
Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
-
D.
Alfred Nzo
Alfred Nzo was a prominent South African anti-apartheid activist and long-serving secretary-general of the African National Congress who later became the country’s first post-apartheid foreign minister.
-
E.
Abel Muzorewa
Abel Muzorewa was a Zimbabwean Methodist bishop and politician who briefly served as prime minister of the unrecognized state of Zimbabwe Rhodesia in 1979 during the transition from white-minority rule.
- 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: Kovambo Nujoma Triple: [Sam Nujoma, spouse, Kovambo Nujoma]
Generated description
Kovambo Nujoma is a Namibian public figure best known as the longtime wife of founding President Sam Nujoma and former First Lady of Namibia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kovambo Nujoma Target entity description: Kovambo Nujoma is a Namibian public figure best known as the longtime wife of founding President Sam Nujoma and former First Lady of Namibia.
-
A.
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.
-
B.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
C.
Anthony Khama
Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
-
D.
Alfred Nzo
Alfred Nzo was a prominent South African anti-apartheid activist and long-serving secretary-general of the African National Congress who later became the country’s first post-apartheid foreign minister.
-
E.
Abel Muzorewa
Abel Muzorewa was a Zimbabwean Methodist bishop and politician who briefly served as prime minister of the unrecognized state of Zimbabwe Rhodesia in 1979 during the transition from white-minority rule.
- 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_6a00758f97708190a289da0bd5d5c254 |
completed | May 10, 2026, 12:09 p.m. |
| NEDg | Description generation | batch_6a007680bc7c81908c81ad690035ed47 |
completed | May 10, 2026, 12:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007728680c819082a3bd7e84edb2b0 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:15 a.m.