Triple

T15786006
Position Surface form Disambiguated ID Type / Status
Subject Turkana County E382740 entity
Predicate contains P35 FINISHED
Object Loima sub-county
Loima sub-county is an administrative region within Kenya’s arid northwestern Turkana County, known for its pastoralist communities and proximity to the Uganda border.
E1176585 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: Loima sub-county | Statement: [Turkana County, contains, Loima sub-county]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loima sub-county
Context triple: [Turkana County, contains, Loima sub-county]
  • A. Kasarani Sub-county
    Kasarani Sub-county is an administrative division of Nairobi, Kenya, encompassing the Kasarani area and surrounding neighborhoods within the city.
  • B. Kibra Sub-county
    Kibra Sub-county is an administrative area of Nairobi, Kenya, best known for encompassing Kibera, one of the largest informal settlements in Africa.
  • C. Busia County
    Busia County is a county in western Kenya bordering Uganda, known for its diverse ethnic communities and its role as a key cross-border trade hub.
  • D. Tongowoko County
    Tongowoko County is a remote cadastral division in far northwestern New South Wales, Australia, known for its arid outback landscapes and sparse population.
  • E. Makueni County
    Makueni County is a semi-arid administrative region in southeastern Kenya known for its agriculture, water-scarcity challenges, and location along key transport and river basins.
  • 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: Loima sub-county
Triple: [Turkana County, contains, Loima sub-county]
Generated description
Loima sub-county is an administrative region within Kenya’s arid northwestern Turkana County, known for its pastoralist communities and proximity to the Uganda border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loima sub-county
Target entity description: Loima sub-county is an administrative region within Kenya’s arid northwestern Turkana County, known for its pastoralist communities and proximity to the Uganda border.
  • A. Kasarani Sub-county
    Kasarani Sub-county is an administrative division of Nairobi, Kenya, encompassing the Kasarani area and surrounding neighborhoods within the city.
  • B. Kibra Sub-county
    Kibra Sub-county is an administrative area of Nairobi, Kenya, best known for encompassing Kibera, one of the largest informal settlements in Africa.
  • C. Busia County
    Busia County is a county in western Kenya bordering Uganda, known for its diverse ethnic communities and its role as a key cross-border trade hub.
  • D. Tongowoko County
    Tongowoko County is a remote cadastral division in far northwestern New South Wales, Australia, known for its arid outback landscapes and sparse population.
  • E. Makueni County
    Makueni County is a semi-arid administrative region in southeastern Kenya known for its agriculture, water-scarcity challenges, and location along key transport and river basins.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0540380448190a025338f0e62e6d1 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a4661481909d04bcb9f5043a6b completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff935867d08190955c2d665a761a5e completed May 9, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff93fc19048190981d8e44ee5222f7 completed May 9, 2026, 8:07 p.m.
Created at: April 10, 2026, 4:48 a.m.