Triple

T1651776
Position Surface form Disambiguated ID Type / Status
Subject Rostov-on-Don E35707 entity
Predicate hasHigherEducation P2385 FINISHED
Object Don State Technical University
Don State Technical University is a major public engineering and technical university located in Rostov-on-Don, Russia.
E185857 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: Don State Technical University | Statement: [Rostov-on-Don, hasHigherEducation, Don State Technical University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Don State Technical University
Context triple: [Rostov-on-Don, hasHigherEducation, Don State Technical University]
  • A. Central University of Technology
    Central University of Technology is a South African university of technology based in Bloemfontein, known for its career-focused programs in engineering, health sciences, and applied sciences.
  • B. Harcourt Butler Technical University
    Harcourt Butler Technical University is a prominent state technical university in Kanpur, India, known for its engineering and technology programs.
  • C. Midlands State University
    Midlands State University is a public higher education institution in Zimbabwe known for its diverse academic programs and multi-campus system, with its main campus located in Gweru.
  • D. Tennessee Tech University
    Tennessee Tech University is a public university in Cookeville, Tennessee, known for its strong engineering and technology programs and competitive NCAA Division I athletics.
  • E. Cotton University
    Cotton University is a prominent public state university in Guwahati, Assam, known for its long-standing contribution to higher education and research in the region.
  • 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: Don State Technical University
Triple: [Rostov-on-Don, hasHigherEducation, Don State Technical University]
Generated description
Don State Technical University is a major public engineering and technical university located in Rostov-on-Don, Russia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Don State Technical University
Target entity description: Don State Technical University is a major public engineering and technical university located in Rostov-on-Don, Russia.
  • A. Central University of Technology
    Central University of Technology is a South African university of technology based in Bloemfontein, known for its career-focused programs in engineering, health sciences, and applied sciences.
  • B. Harcourt Butler Technical University
    Harcourt Butler Technical University is a prominent state technical university in Kanpur, India, known for its engineering and technology programs.
  • C. Midlands State University
    Midlands State University is a public higher education institution in Zimbabwe known for its diverse academic programs and multi-campus system, with its main campus located in Gweru.
  • D. Tennessee Tech University
    Tennessee Tech University is a public university in Cookeville, Tennessee, known for its strong engineering and technology programs and competitive NCAA Division I athletics.
  • E. Cotton University
    Cotton University is a prominent public state university in Guwahati, Assam, known for its long-standing contribution to higher education and research in the region.
  • 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a67c0308190a502fd9c6c0769bc completed March 5, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a996508190bc227400cb7713ac completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61323b308190b883c4bf2c3ca1bf completed March 8, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad622d695481909351a9c80f8d646f completed March 8, 2026, 11:49 a.m.
Created at: March 4, 2026, 7:29 p.m.