Triple
T8540822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nairobi County |
E202188
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Machakos County
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.
|
E748297
|
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: Machakos County | Statement: [Nairobi County, borderedBy, Machakos County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machakos County Context triple: [Nairobi County, borderedBy, Machakos 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.
Nyandarua County
Nyandarua County is an administrative region in central Kenya known for its highland agriculture and proximity to the Aberdare Range.
-
C.
Nakuru County
Nakuru County is a region in Kenya’s Rift Valley known for its lakes, wildlife, and agricultural activities.
-
D.
Taita-Taveta County
Taita-Taveta County is a county in southeastern Kenya known for its wildlife-rich national parks, including Tsavo East and Tsavo West, and its location near the Tanzanian border.
-
E.
Kiambu County
Kiambu County is a largely peri-urban and agricultural county in central Kenya, bordering Nairobi and forming part of the greater Nairobi metropolitan area.
- 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: Machakos County Triple: [Nairobi County, borderedBy, Machakos County]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Machakos County Target entity description: 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.
-
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.
Nyandarua County
Nyandarua County is an administrative region in central Kenya known for its highland agriculture and proximity to the Aberdare Range.
-
C.
Nakuru County
Nakuru County is a region in Kenya’s Rift Valley known for its lakes, wildlife, and agricultural activities.
-
D.
Taita-Taveta County
Taita-Taveta County is a county in southeastern Kenya known for its wildlife-rich national parks, including Tsavo East and Tsavo West, and its location near the Tanzanian border.
-
E.
Kiambu County
Kiambu County is a largely peri-urban and agricultural county in central Kenya, bordering Nairobi and forming part of the greater Nairobi metropolitan area.
- 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_69ca832461e88190a654c5e44e233aa8 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe6e10bc081909a7210c577b807fb |
completed | March 31, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecc6239a48190b8b4370341ec62c5 |
completed | April 2, 2026, 8:06 p.m. |
| NEDg | Description generation | batch_69cece14193081909e7b36f5b5b7da40 |
completed | April 2, 2026, 8:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecee1db28819095f704b96b8c6d2a |
completed | April 2, 2026, 8:17 p.m. |
Created at: March 30, 2026, 6:18 p.m.