Triple

T8941350
Position Surface form Disambiguated ID Type / Status
Subject Kiambu County E212906 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Jomo Kenyatta University of Agriculture and Technology
Jomo Kenyatta University of Agriculture and Technology is a Kenyan public university renowned for its programs and research in agriculture, engineering, technology, and related sciences.
E768600 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: Jomo Kenyatta University of Agriculture and Technology | Statement: [Kiambu County, hasHigherEducationInstitution, Jomo Kenyatta University of Agriculture and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jomo Kenyatta University of Agriculture and Technology
Context triple: [Kiambu County, hasHigherEducationInstitution, Jomo Kenyatta University of Agriculture and Technology]
  • A. Jomo Kenyatta University of Agriculture and Technology (CBD campus)
    Jomo Kenyatta University of Agriculture and Technology (CBD campus) is an urban satellite campus of JKUAT located in Nairobi’s central business district, offering a range of professional, business, and technology-oriented academic programs for working and commuting students.
  • B. University of Nairobi
    The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
  • C. Faculty of Agriculture, University of Nairobi
    The Faculty of Agriculture, University of Nairobi is a leading Kenyan academic division specializing in agricultural education, research, and innovation to support the country’s and region’s agricultural development.
  • D. Nkumba University
    Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
  • E. Kisumu Campus
    Kisumu Campus is a regional branch of the University of Nairobi located in Kisumu, Kenya, offering various academic programs and services to students in the western part of the country.
  • 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: Jomo Kenyatta University of Agriculture and Technology
Triple: [Kiambu County, hasHigherEducationInstitution, Jomo Kenyatta University of Agriculture and Technology]
Generated description
Jomo Kenyatta University of Agriculture and Technology is a Kenyan public university renowned for its programs and research in agriculture, engineering, technology, and related sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jomo Kenyatta University of Agriculture and Technology
Target entity description: Jomo Kenyatta University of Agriculture and Technology is a Kenyan public university renowned for its programs and research in agriculture, engineering, technology, and related sciences.
  • A. Jomo Kenyatta University of Agriculture and Technology (CBD campus)
    Jomo Kenyatta University of Agriculture and Technology (CBD campus) is an urban satellite campus of JKUAT located in Nairobi’s central business district, offering a range of professional, business, and technology-oriented academic programs for working and commuting students.
  • B. University of Nairobi
    The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
  • C. Faculty of Agriculture, University of Nairobi
    The Faculty of Agriculture, University of Nairobi is a leading Kenyan academic division specializing in agricultural education, research, and innovation to support the country’s and region’s agricultural development.
  • D. Nkumba University
    Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
  • E. Kisumu Campus
    Kisumu Campus is a regional branch of the University of Nairobi located in Kisumu, Kenya, offering various academic programs and services to students in the western part of the country.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b9c14c8190b80c3df0cdba2747 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1efdea881908b2c264d1c39c6ec completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc2d295c48190952486e6f44cd74f completed April 3, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfc722921881908978147e4cc6875c completed April 3, 2026, 1:56 p.m.
Created at: March 30, 2026, 6:58 p.m.