Triple

T4989993
Position Surface form Disambiguated ID Type / Status
Subject Nukus E112105 entity
Predicate hasUniversity P113 FINISHED
Object Karakalpak State University
Karakalpak State University is a major higher education institution in Uzbekistan’s autonomous Republic of Karakalpakstan, offering a wide range of academic programs and serving as a key center for regional research and culture.
E485347 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: Karakalpak State University | Statement: [Nukus, hasUniversity, Karakalpak State University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karakalpak State University
Context triple: [Nukus, hasUniversity, Karakalpak State University]
  • A. Andijan State University
    Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
  • B. Tajik National University
    Tajik National University is the largest and oldest higher education institution in Tajikistan, serving as a major center for academic and scientific research in the country.
  • C. Namangan State University
    Namangan State University is a major public higher education institution in Namangan, Uzbekistan, offering a range of undergraduate and graduate programs across various disciplines.
  • D. Karaganda Buketov University
    Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
  • E. National University of Uzbekistan
    The National University of Uzbekistan is one of the oldest and largest higher education and research institutions in Uzbekistan, serving as a leading center for academic and scientific development in 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: Karakalpak State University
Triple: [Nukus, hasUniversity, Karakalpak State University]
Generated description
Karakalpak State University is a major higher education institution in Uzbekistan’s autonomous Republic of Karakalpakstan, offering a wide range of academic programs and serving as a key center for regional research and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karakalpak State University
Target entity description: Karakalpak State University is a major higher education institution in Uzbekistan’s autonomous Republic of Karakalpakstan, offering a wide range of academic programs and serving as a key center for regional research and culture.
  • A. Andijan State University
    Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
  • B. Tajik National University
    Tajik National University is the largest and oldest higher education institution in Tajikistan, serving as a major center for academic and scientific research in the country.
  • C. Namangan State University
    Namangan State University is a major public higher education institution in Namangan, Uzbekistan, offering a range of undergraduate and graduate programs across various disciplines.
  • D. Karaganda Buketov University
    Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
  • E. National University of Uzbekistan
    The National University of Uzbekistan is one of the oldest and largest higher education and research institutions in Uzbekistan, serving as a leading center for academic and scientific development in 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd727fe55881909d42e41b832b9ece completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a282dd08190a29b92e8e825a3bb completed March 21, 2026, 12:08 p.m.
NEDg Description generation batch_69be8d747c40819098ac5d475d60ab46 completed March 21, 2026, 12:22 p.m.
NED2 Entity disambiguation (via description) batch_69be8df7ab9c8190b1af6e32f0f33b30 completed March 21, 2026, 12:24 p.m.
Created at: March 20, 2026, 1:34 p.m.