Triple

T15786182
Position Surface form Disambiguated ID Type / Status
Subject Northern Kenya E382744 entity
Predicate includesCounty P5971 FINISHED
Object Isiolo County
Isiolo County is an arid, sparsely populated administrative region in northern Kenya known for its pastoralist communities, wildlife conservancies, and strategic position as a transport and trade hub.
E1222122 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: Isiolo County | Statement: [Northern Kenya, includesCounty, Isiolo County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isiolo County
Context triple: [Northern Kenya, includesCounty, Isiolo County]
  • A. Kajiado County
    Kajiado County is a largely semi-arid county in southern Kenya known for its Maasai communities, wildlife conservancies, and proximity to Nairobi and the Tanzania border.
  • B. Kisii County
    Kisii County is an administrative county in southwestern Kenya known for its fertile highlands, intensive agriculture, and vibrant Kisii (Abagusii) community.
  • C. Nyandarua County
    Nyandarua County is an administrative region in central Kenya known for its highland agriculture and proximity to the Aberdare Range.
  • D. Laikipia County
    Laikipia County is a region in central Kenya known for its wildlife conservancies, ranches, and growing tourism and agricultural sectors.
  • E. Kisumu County
    Kisumu County is a county in western Kenya along Lake Victoria, known as a major economic and political hub and the location of the city of Kisumu.
  • 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: Isiolo County
Triple: [Northern Kenya, includesCounty, Isiolo County]
Generated description
Isiolo County is an arid, sparsely populated administrative region in northern Kenya known for its pastoralist communities, wildlife conservancies, and strategic position as a transport and trade hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isiolo County
Target entity description: Isiolo County is an arid, sparsely populated administrative region in northern Kenya known for its pastoralist communities, wildlife conservancies, and strategic position as a transport and trade hub.
  • A. Kajiado County
    Kajiado County is a largely semi-arid county in southern Kenya known for its Maasai communities, wildlife conservancies, and proximity to Nairobi and the Tanzania border.
  • B. Kisii County
    Kisii County is an administrative county in southwestern Kenya known for its fertile highlands, intensive agriculture, and vibrant Kisii (Abagusii) community.
  • C. Nyandarua County
    Nyandarua County is an administrative region in central Kenya known for its highland agriculture and proximity to the Aberdare Range.
  • D. Laikipia County
    Laikipia County is a region in central Kenya known for its wildlife conservancies, ranches, and growing tourism and agricultural sectors.
  • E. Kisumu County
    Kisumu County is a county in western Kenya along Lake Victoria, known as a major economic and political hub and the location of the city of Kisumu.
  • 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_6a00758380d08190bfe73d3e052c1f0a completed May 10, 2026, 12:09 p.m.
NEDg Description generation batch_6a0075fbae188190997691533b43ff69 completed May 10, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_6a0076d825ac81909647fb82b4a6914e completed May 10, 2026, 12:15 p.m.
Created at: April 10, 2026, 4:48 a.m.