Triple

T19254701
Position Surface form Disambiguated ID Type / Status
Subject Peter Anyang' Nyong'o E481483 entity
Predicate employer P7 FINISHED
Object Institute for Development Studies, University of Nairobi
The Institute for Development Studies at the University of Nairobi is a leading Kenyan research and training center focused on development policy, socio-economic analysis, and governance in Africa.
E1366660 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: Institute for Development Studies, University of Nairobi | Statement: [Peter Anyang' Nyong'o, employer, Institute for Development Studies, University of Nairobi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute for Development Studies, University of Nairobi
Context triple: [Peter Anyang' Nyong'o, employer, Institute for Development Studies, University of Nairobi]
  • A. School of Education, University of Nairobi
    The School of Education, University of Nairobi is a leading Kenyan academic unit specializing in teacher education, educational research, and training of education professionals within the University of Nairobi.
  • B. 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.
  • C. College of Biological and Physical Sciences, University of Nairobi
    The College of Biological and Physical Sciences, University of Nairobi is a major academic division of the university that focuses on teaching and research in the natural and physical sciences.
  • D. Department of Agricultural Economics, University of Nairobi
    The Department of Agricultural Economics at the University of Nairobi is an academic unit specializing in the study and research of agricultural economics, agribusiness, and rural development within Kenya and the broader East African region.
  • E. 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.
  • 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: Institute for Development Studies, University of Nairobi
Triple: [Peter Anyang' Nyong'o, employer, Institute for Development Studies, University of Nairobi]
Generated description
The Institute for Development Studies at the University of Nairobi is a leading Kenyan research and training center focused on development policy, socio-economic analysis, and governance in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute for Development Studies, University of Nairobi
Target entity description: The Institute for Development Studies at the University of Nairobi is a leading Kenyan research and training center focused on development policy, socio-economic analysis, and governance in Africa.
  • A. School of Education, University of Nairobi
    The School of Education, University of Nairobi is a leading Kenyan academic unit specializing in teacher education, educational research, and training of education professionals within the University of Nairobi.
  • B. 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.
  • C. College of Biological and Physical Sciences, University of Nairobi
    The College of Biological and Physical Sciences, University of Nairobi is a major academic division of the university that focuses on teaching and research in the natural and physical sciences.
  • D. Department of Agricultural Economics, University of Nairobi
    The Department of Agricultural Economics at the University of Nairobi is an academic unit specializing in the study and research of agricultural economics, agribusiness, and rural development within Kenya and the broader East African region.
  • E. 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.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb3459d08190a7c28ed3f8c82a97 completed April 20, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705e746688190888834aa0206ac07 completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a0706d7c63c8190a7114937af40b294 completed May 15, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a070763ca5c81908afa73b30645223a completed May 15, 2026, 11:45 a.m.
Created at: April 10, 2026, 1:28 p.m.