Triple

T16553405
Position Surface form Disambiguated ID Type / Status
Subject Sam Nujoma E402128 entity
Predicate hasChild P369 FINISHED
Object Sakaria Nujoma
Sakaria Nujoma is a Namibian figure best known as one of the sons of Sam Nujoma, the founding president of Namibia and former leader of SWAPO.
E1225397 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: Sakaria Nujoma | Statement: [Sam Nujoma, hasChild, Sakaria Nujoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sakaria Nujoma
Context triple: [Sam Nujoma, hasChild, Sakaria Nujoma]
  • A. Utoni Nujoma
    Utoni Nujoma is a Namibian politician and lawyer who has served in various ministerial positions, including as Minister of Justice.
  • B. 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.
  • C. 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.
  • D. Hifikepunye Pohamba
    Hifikepunye Pohamba is a Namibian politician who served as the country’s second president and is recognized for his democratic leadership and good governance.
  • E. Hage Geingob
    Hage Geingob was a Namibian politician who played a central role in the country’s independence movement and later served as both its prime minister and president.
  • 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: Sakaria Nujoma
Triple: [Sam Nujoma, hasChild, Sakaria Nujoma]
Generated description
Sakaria Nujoma is a Namibian figure best known as one of the sons of Sam Nujoma, the founding president of Namibia and former leader of SWAPO.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sakaria Nujoma
Target entity description: Sakaria Nujoma is a Namibian figure best known as one of the sons of Sam Nujoma, the founding president of Namibia and former leader of SWAPO.
  • A. Utoni Nujoma
    Utoni Nujoma is a Namibian politician and lawyer who has served in various ministerial positions, including as Minister of Justice.
  • B. 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.
  • C. 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.
  • D. Hifikepunye Pohamba
    Hifikepunye Pohamba is a Namibian politician who served as the country’s second president and is recognized for his democratic leadership and good governance.
  • E. Hage Geingob
    Hage Geingob was a Namibian politician who played a central role in the country’s independence movement and later served as both its prime minister and president.
  • 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_6a0084ae0fb08190b809cd26b2e413aa completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00853af11881908e0e61fb352e2e87 completed May 10, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0085f2fd2881908b31bd57790acb74 completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:15 a.m.