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.