Triple

T16859839
Position Surface form Disambiguated ID Type / Status
Subject Otjozondjupa Region E409879 entity
Predicate containsSettlement P847 FINISHED
Object Okahandja
Okahandja is a town in central Namibia known as a historical center of the Herero people and an important stop on the main route between Windhoek and the northern regions.
 E1239465 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: Okahandja | Statement: [Otjozondjupa Region, containsSettlement, Okahandja]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Okahandja
Context triple: [Otjozondjupa Region, containsSettlement, Okahandja]
  • A. Malaba
    Malaba is a key border town between Uganda and Kenya that serves as a major transit point for regional trade and transport.
  • B. Otjiwarongo
    Otjiwarongo is a town in central Namibia known as a key commercial and transport hub for the surrounding agricultural and wildlife regions.
  • C. Bulawayo
    Bulawayo is Zimbabwe’s second-largest city and a major industrial, cultural, and transport hub in the southwestern part of the country.
  • D. Mogale City
    Mogale City is a local municipality in Gauteng, South Africa, that includes the town of Krugersdorp and surrounding areas on the West Rand.
  • E. Gqeberha
    Gqeberha is a major coastal city in South Africa’s Eastern Cape, known as an important industrial, commercial, and port hub.
  • 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: Okahandja
Triple: [Otjozondjupa Region, containsSettlement, Okahandja]
Generated description
Okahandja is a town in central Namibia known as a historical center of the Herero people and an important stop on the main route between Windhoek and the northern regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Okahandja
Target entity description: Okahandja is a town in central Namibia known as a historical center of the Herero people and an important stop on the main route between Windhoek and the northern regions.
  • A. Malaba
    Malaba is a key border town between Uganda and Kenya that serves as a major transit point for regional trade and transport.
  • B. Otjiwarongo
    Otjiwarongo is a town in central Namibia known as a key commercial and transport hub for the surrounding agricultural and wildlife regions.
  • C. Bulawayo
    Bulawayo is Zimbabwe’s second-largest city and a major industrial, cultural, and transport hub in the southwestern part of the country.
  • D. Mogale City
    Mogale City is a local municipality in Gauteng, South Africa, that includes the town of Krugersdorp and surrounding areas on the West Rand.
  • E. Gqeberha
    Gqeberha is a major coastal city in South Africa’s Eastern Cape, known as an important industrial, commercial, and port hub.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b501f72881909f7600311705fb33 completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7a08be48190bd2dbf83205c83ad completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c84fd16c8190b9a7b50f1e77789c completed May 10, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00c8bda3448190a1a5ba2af2b0e5d2 completed May 10, 2026, 6:04 p.m.
Created at: April 10, 2026, 5:24 a.m.