Triple

T4234763
Position Surface form Disambiguated ID Type / Status
Subject Bishkek E94665 entity
Predicate hasUniversity P113 FINISHED
Object Kyrgyz National University
Kyrgyz National University is a leading public higher education institution in Kyrgyzstan, known for its wide range of academic programs and central role in the country’s educational and research landscape.
 E424825 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: Kyrgyz National University | Statement: [Bishkek, hasUniversity, Kyrgyz National University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyrgyz National University
Context triple: [Bishkek, hasUniversity, Kyrgyz National University]
  • A. Karaganda Buketov University
    Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
  • B. Andijan State University
    Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
  • C. Al-Farabi Kazakh National University
    Al-Farabi Kazakh National University is one of Kazakhstan’s leading and oldest higher education institutions, renowned for its comprehensive academic programs and research across a wide range of disciplines.
  • D. Satbayev University
    Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
  • E. Nazarbayev University
    Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
  • 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: Kyrgyz National University
Triple: [Bishkek, hasUniversity, Kyrgyz National University]
Generated description
Kyrgyz National University is a leading public higher education institution in Kyrgyzstan, known for its wide range of academic programs and central role in the country’s educational and research landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyrgyz National University
Target entity description: Kyrgyz National University is a leading public higher education institution in Kyrgyzstan, known for its wide range of academic programs and central role in the country’s educational and research landscape.
  • A. Karaganda Buketov University
    Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
  • B. Andijan State University
    Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
  • C. Al-Farabi Kazakh National University
    Al-Farabi Kazakh National University is one of Kazakhstan’s leading and oldest higher education institutions, renowned for its comprehensive academic programs and research across a wide range of disciplines.
  • D. Satbayev University
    Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
  • E. Nazarbayev University
    Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e6705548190b695b3789d713b4a completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a8630a4481909b9835aad51614b2 completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5aa0d70c08190bdf890f390903139 completed March 14, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5ade4d2c48190990b5f3b0d99d43a completed March 14, 2026, 6:50 p.m.
Created at: March 12, 2026, 11:05 p.m.