Triple
T3976289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nakuru |
E85650
|
entity |
| Predicate | hasRailConnectionTo |
P848
|
FINISHED |
| Object | western Kenya |
E231980
|
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: western Kenya | Statement: [Nakuru, hasRailConnectionTo, western Kenya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: western Kenya Context triple: [Nakuru, hasRailConnectionTo, western Kenya]
-
A.
Northern Kenya
Northern Kenya is a sparsely populated, arid region of Kenya known for its semi-desert landscapes, pastoralist communities, and significant archaeological and ecological sites.
-
B.
Central Province, Kenya
Central Province, Kenya was a former administrative region in central Kenya known for its fertile highlands, tea and coffee production, and predominantly Kikuyu population.
-
C.
North Eastern Province of Kenya
The North Eastern Province of Kenya is a predominantly Somali-inhabited, arid region bordering Somalia that has historically been marginalized yet remains culturally and economically tied to the broader Somali region.
-
D.
Coast Province, Kenya
Coast Province, Kenya was a former administrative region along Kenya’s Indian Ocean coastline, known for its historic Swahili culture, major port city of Mombasa, and popular beach tourism.
-
E.
Nyanza region of Kenya
chosen
The Nyanza region of Kenya is a western area bordering Lake Victoria, known as the heartland of the Luo community and a major center of fishing, agriculture, and Kenyan opposition politics.
- 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_69aed93908348190a26c8aaf4fab3e86 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9b6d8008190822fceabe6542b3d |
completed | March 9, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5401ac15481908ab86c8ef48ce413 |
completed | March 14, 2026, 11:01 a.m. |
Created at: March 9, 2026, 3:33 p.m.