Triple

T9793785
Position Surface form Disambiguated ID Type / Status
Subject Nyanza region E237667 entity
Predicate hasUniversity P113 FINISHED
Object Maseno University
Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
E820927 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: Maseno University | Statement: [Nyanza region, hasUniversity, Maseno University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maseno University
Context triple: [Nyanza region, hasUniversity, Maseno University]
  • A. 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.
  • B. Mount Kenya University (Thika)
    Mount Kenya University (Thika) is a major private chartered university in Kenya known for its wide range of academic programs and large student population, with its main campus located in Thika.
  • C. Uganda Christian University
    Uganda Christian University is a private Christian institution of higher learning in Uganda known for offering a range of undergraduate and postgraduate programs grounded in Anglican values.
  • D. 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.
  • E. University of Dodoma
    The University of Dodoma is a major public university in Tanzania’s capital city, known for its large campus and broad range of academic programs.
  • 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: Maseno University
Triple: [Nyanza region, hasUniversity, Maseno University]
Generated description
Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maseno University
Target entity description: Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
  • A. 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.
  • B. Mount Kenya University (Thika)
    Mount Kenya University (Thika) is a major private chartered university in Kenya known for its wide range of academic programs and large student population, with its main campus located in Thika.
  • C. Uganda Christian University
    Uganda Christian University is a private Christian institution of higher learning in Uganda known for offering a range of undergraduate and postgraduate programs grounded in Anglican values.
  • D. 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.
  • E. University of Dodoma
    The University of Dodoma is a major public university in Tanzania’s capital city, known for its large campus and broad range of academic programs.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda347b6bc8190a99b7dec1650cd46 completed April 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4368da88190a70e93ec4d6bef93 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4a087208190b81ae9d40de08ab9 completed April 5, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69d1c4fe71308190ac08e30c98611ed6 completed April 5, 2026, 2:12 a.m.
Created at: March 30, 2026, 8:28 p.m.