Triple

T22669548

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nyeri, Kenya	`E559884`	entity
Predicate	hasInstitution	`P186`	FINISHED
Object	Dedan Kimathi University of Technology (nearby in Nyeri County) Dedan Kimathi University of Technology is a public technical and research-focused university located near Nyeri in central Kenya.	`E1548934`	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: Dedan Kimathi University of Technology (nearby in Nyeri County) | Statement: [Nyeri, Kenya, hasInstitution, Dedan Kimathi University of Technology (nearby in Nyeri County)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Dedan Kimathi University of Technology (nearby in Nyeri County)
Context triple: [Nyeri, Kenya, hasInstitution, Dedan Kimathi University of Technology (nearby in Nyeri County)]

A. University of Eldoret (nearby)
The University of Eldoret is a public university in Eldoret, Kenya, known for its programs in agriculture, environmental studies, and applied sciences.
B. Meru University of Science and Technology (nearby)
Meru University of Science and Technology (nearby) is a public higher education institution in Meru, Kenya, specializing in science, technology, engineering, and related disciplines.
C. Kenyatta University (satellite campuses)
Kenyatta University (satellite campuses) refers to the network of Kenyatta University’s additional learning centers and branches located in and around Nairobi and other regions, offering extended access to its academic programs beyond the main campus.
D. Kenyatta University main campus
Kenyatta University main campus is the primary and largest campus of Kenyatta University in Kenya, serving as its central hub for academic, administrative, and student activities.
E. Nakuru Town Campus
Nakuru Town Campus is an urban satellite campus of Egerton University located in Nakuru, Kenya, offering a range of academic programs to serve the region’s higher education needs.
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: Dedan Kimathi University of Technology (nearby in Nyeri County)
Triple: [Nyeri, Kenya, hasInstitution, Dedan Kimathi University of Technology (nearby in Nyeri County)]

Generated description

Dedan Kimathi University of Technology is a public technical and research-focused university located near Nyeri in central Kenya.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Dedan Kimathi University of Technology (nearby in Nyeri County)
Target entity description: Dedan Kimathi University of Technology is a public technical and research-focused university located near Nyeri in central Kenya.

A. University of Eldoret (nearby)
The University of Eldoret is a public university in Eldoret, Kenya, known for its programs in agriculture, environmental studies, and applied sciences.
B. Meru University of Science and Technology (nearby)
Meru University of Science and Technology (nearby) is a public higher education institution in Meru, Kenya, specializing in science, technology, engineering, and related disciplines.
C. Kenyatta University (satellite campuses)
Kenyatta University (satellite campuses) refers to the network of Kenyatta University’s additional learning centers and branches located in and around Nairobi and other regions, offering extended access to its academic programs beyond the main campus.
D. Kenyatta University main campus
Kenyatta University main campus is the primary and largest campus of Kenyatta University in Kenya, serving as its central hub for academic, administrative, and student activities.
E. Nakuru Town Campus
Nakuru Town Campus is an urban satellite campus of Egerton University located in Nakuru, Kenya, offering a range of academic programs to serve the region’s higher education needs.
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_69e2454a158c819093b8e35f5045efb6`	completed	April 17, 2026, 2:35 p.m.
NER	Named-entity recognition	`batch_69f1781ed50c8190a6943f51d7337b49`	completed	April 29, 2026, 3:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b73e98b74819096a28b35a4c5a510`	completed	May 18, 2026, 8:17 p.m.
NEDg	Description generation	`batch_6a0b75873f2c8190a89772fc560840e1`	completed	May 18, 2026, 8:24 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b7601fda88190bbfa04e7eb240f65`	completed	May 18, 2026, 8:26 p.m.

Created at: April 17, 2026, 3:09 p.m.