Triple

T16553407
Position Surface form Disambiguated ID Type / Status
Subject Sam Nujoma E402128 entity
Predicate educatedAt P5 FINISHED
Object Ondonga Native School
Ondonga Native School was an early educational institution in northern Namibia notable for having educated future Namibian president and independence leader Sam Nujoma.
 E1220529 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: Ondonga Native School | Statement: [Sam Nujoma, educatedAt, Ondonga Native School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ondonga Native School
Context triple: [Sam Nujoma, educatedAt, Ondonga Native School]
  • A. Angik School
    Angik School is an educational institution located in the remote community of Paulatuk in Canada's Northwest Territories.
  • B. Bikenibeu Primary School
    Bikenibeu Primary School is a local primary-level educational institution serving young children in the community of Bikenibeu in Kiribati.
  • C. Lobamba Royal School
    Lobamba Royal School is an educational institution in Eswatini known for educating members of the Swazi royal family, including King Mswati III.
  • D. Noatak School
    Noatak School is a small K–12 public school serving students in the remote Inupiat village of Noatak, Alaska.
  • E. Masundvwini Primary School
    Masundvwini Primary School is a primary educational institution in Eswatini notable as one of the early schools attended by King Mswati III.
  • 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: Ondonga Native School
Triple: [Sam Nujoma, educatedAt, Ondonga Native School]
Generated description
Ondonga Native School was an early educational institution in northern Namibia notable for having educated future Namibian president and independence leader Sam Nujoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ondonga Native School
Target entity description: Ondonga Native School was an early educational institution in northern Namibia notable for having educated future Namibian president and independence leader Sam Nujoma.
  • A. Angik School
    Angik School is an educational institution located in the remote community of Paulatuk in Canada's Northwest Territories.
  • B. Bikenibeu Primary School
    Bikenibeu Primary School is a local primary-level educational institution serving young children in the community of Bikenibeu in Kiribati.
  • C. Lobamba Royal School
    Lobamba Royal School is an educational institution in Eswatini known for educating members of the Swazi royal family, including King Mswati III.
  • D. Noatak School
    Noatak School is a small K–12 public school serving students in the remote Inupiat village of Noatak, Alaska.
  • E. Masundvwini Primary School
    Masundvwini Primary School is a primary educational institution in Eswatini notable as one of the early schools attended by King Mswati III.
  • 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_6a0067b87b608190950b8f14e6aceed3 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00686f87408190b7d8a41cd54735d8 completed May 10, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a006b6edd7081908730363b267253dd completed May 10, 2026, 11:26 a.m.
Created at: April 10, 2026, 5:15 a.m.