Triple

T4935573
Position Surface form Disambiguated ID Type / Status
Subject Namangan E110802 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Namangan Engineering-Construction Institute
Namangan Engineering-Construction Institute is a higher education institution in Namangan, Uzbekistan, specializing in engineering, construction, and related technical disciplines.
E482799 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: Namangan Engineering-Construction Institute | Statement: [Namangan, hasHigherEducationInstitution, Namangan Engineering-Construction Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Namangan Engineering-Construction Institute
Context triple: [Namangan, hasHigherEducationInstitution, Namangan Engineering-Construction Institute]
  • A. 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.
  • B. Tashkent State Technical University
    Tashkent State Technical University is a major higher education institution in Uzbekistan specializing in engineering, technology, and applied sciences.
  • C. Andijan State University
    Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
  • D. Karaganda Buketov University
    Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
  • E. Kyrgyz State Technical University
    Kyrgyz State Technical University is a major public engineering and technical higher education institution located in Bishkek, Kyrgyzstan.
  • 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: Namangan Engineering-Construction Institute
Triple: [Namangan, hasHigherEducationInstitution, Namangan Engineering-Construction Institute]
Generated description
Namangan Engineering-Construction Institute is a higher education institution in Namangan, Uzbekistan, specializing in engineering, construction, and related technical disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Namangan Engineering-Construction Institute
Target entity description: Namangan Engineering-Construction Institute is a higher education institution in Namangan, Uzbekistan, specializing in engineering, construction, and related technical disciplines.
  • A. 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.
  • B. Tashkent State Technical University
    Tashkent State Technical University is a major higher education institution in Uzbekistan specializing in engineering, technology, and applied sciences.
  • C. Andijan State University
    Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
  • D. Karaganda Buketov University
    Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
  • E. Kyrgyz State Technical University
    Kyrgyz State Technical University is a major public engineering and technical higher education institution located in Bishkek, Kyrgyzstan.
  • 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_69bd4415eee08190bdce70276e56a5b4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd706825188190b854dca5ca2f9db6 completed March 20, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81c5f8ec8190834c624bae17adff completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be845a59a881909d69ea10d0563b5a completed March 21, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_69be84ea51288190bb72fd95a7e4f9d4 completed March 21, 2026, 11:45 a.m.
Created at: March 20, 2026, 1:30 p.m.