Triple

T3470790
Position Surface form Disambiguated ID Type / Status
Subject Taganrog E73252 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Taganrog Institute of Technology
Taganrog Institute of Technology is a higher education technical institute located in the city of Taganrog, Russia, specializing in engineering and applied sciences.
 E360965 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: Taganrog Institute of Technology | Statement: [Taganrog, hasEducationalInstitution, Taganrog Institute of Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taganrog Institute of Technology
Context triple: [Taganrog, hasEducationalInstitution, Taganrog Institute of Technology]
  • A. Volgograd State Technical University
    Volgograd State Technical University is a major Russian higher education institution specializing in engineering and technical disciplines, located in the city of Volgograd.
  • B. Voronezh State Technical University
    Voronezh State Technical University is a higher education institution in Voronezh, Russia, specializing in engineering, technical, and applied sciences.
  • C. Rostov State University
    Rostov State University is a Russian higher education institution known for its strong academic programs and as an alma mater of Nobel Prize–winning writer Alexander Solzhenitsyn.
  • D. Crimean Federal University
    Crimean Federal University is a major public higher education institution in Crimea that offers a wide range of academic programs and research opportunities.
  • E. Saratov State Technical University
    Saratov State Technical University is a major Russian technical university located in the Saratov Oblast, offering engineering and applied science 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: Taganrog Institute of Technology
Triple: [Taganrog, hasEducationalInstitution, Taganrog Institute of Technology]
Generated description
Taganrog Institute of Technology is a higher education technical institute located in the city of Taganrog, Russia, specializing in engineering and applied sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taganrog Institute of Technology
Target entity description: Taganrog Institute of Technology is a higher education technical institute located in the city of Taganrog, Russia, specializing in engineering and applied sciences.
  • A. Volgograd State Technical University
    Volgograd State Technical University is a major Russian higher education institution specializing in engineering and technical disciplines, located in the city of Volgograd.
  • B. Voronezh State Technical University
    Voronezh State Technical University is a higher education institution in Voronezh, Russia, specializing in engineering, technical, and applied sciences.
  • C. Rostov State University
    Rostov State University is a Russian higher education institution known for its strong academic programs and as an alma mater of Nobel Prize–winning writer Alexander Solzhenitsyn.
  • D. Crimean Federal University
    Crimean Federal University is a major public higher education institution in Crimea that offers a wide range of academic programs and research opportunities.
  • E. Saratov State Technical University
    Saratov State Technical University is a major Russian technical university located in the Saratov Oblast, offering engineering and applied science 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb3af0cc81909e575828caeaeae0 completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3680dd2c48190a06c5c320a06a71a completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b36937ac4481909e1c90912b70e886 completed March 13, 2026, 1:32 a.m.
NED2 Entity disambiguation (via description) batch_69b36997650c8190be5e9c78b5174187 completed March 13, 2026, 1:34 a.m.
Created at: March 8, 2026, 3:17 p.m.