Triple
T10021187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Athi River settlements |
E200611
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | Machakos County Government |
E748297
|
NE FINISHED |
How this triple was built (2 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: Machakos County Government | Statement: [Athi River settlements, governedBy, Machakos County Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machakos County Government Context triple: [Athi River settlements, governedBy, Machakos County Government]
-
A.
Machakos County
chosen
Machakos County is a largely semi-arid county in Kenya’s Eastern region, known for its proximity to Nairobi, growing urban centers, and mixed agriculture and pastoralist livelihoods.
-
B.
Narok County Government
Narok County Government is the devolved administrative authority of Narok County in Kenya, responsible for local governance, development, and management of key resources including the Maasai Mara National Reserve.
-
C.
Nairobi City County Government
Nairobi City County Government is the devolved administrative authority responsible for governing and providing public services in Kenya’s capital, Nairobi.
-
D.
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.
-
E.
Uasin Gishu County
Uasin Gishu County is an agriculturally rich county in Kenya’s Rift Valley region, with Eldoret as its main urban and economic center.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd79485881909df562bfff36ccf4 |
completed | April 2, 2026, 1:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26ab241848190a97dea745f6d2324 |
completed | April 5, 2026, 1:59 p.m. |
Created at: March 30, 2026, 8:53 p.m.