Triple

T15482364
Position Surface form Disambiguated ID Type / Status
Subject Tolyatti E376949 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Togliatti Academy of Management
Togliatti Academy of Management is a higher education institution in Tolyatti, Russia, specializing in training professionals in management, economics, and related fields.
 E1158495 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: Togliatti Academy of Management | Statement: [Tolyatti, hasHigherEducationInstitution, Togliatti Academy of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Togliatti Academy of Management
Context triple: [Tolyatti, hasHigherEducationInstitution, Togliatti Academy of Management]
  • A. Moscow School of Management Skolkovo
    Moscow School of Management Skolkovo is a private graduate business school and innovation-focused education center located near Moscow, known for its modern campus and emphasis on entrepreneurship and leadership development.
  • B. Russian Academy of Education
    The Russian Academy of Education is a state academic institution in Russia that oversees and advances research and policy in the field of education and pedagogy.
  • C. Russian Presidential Academy of National Economy and Public Administration
    The Russian Presidential Academy of National Economy and Public Administration is a leading Russian higher education institution specializing in public administration, economics, and management, known for training government officials and civil servants.
  • D. Yuriev University
    Yuriev University was a historical Russian higher education institution that served as a predecessor to Voronezh State University.
  • E. Russian State University of Trade and Economics
    The Russian State University of Trade and Economics is a Russian higher education institution specializing in economics, trade, and business-related disciplines.
  • 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: Togliatti Academy of Management
Triple: [Tolyatti, hasHigherEducationInstitution, Togliatti Academy of Management]
Generated description
Togliatti Academy of Management is a higher education institution in Tolyatti, Russia, specializing in training professionals in management, economics, and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Togliatti Academy of Management
Target entity description: Togliatti Academy of Management is a higher education institution in Tolyatti, Russia, specializing in training professionals in management, economics, and related fields.
  • A. Moscow School of Management Skolkovo
    Moscow School of Management Skolkovo is a private graduate business school and innovation-focused education center located near Moscow, known for its modern campus and emphasis on entrepreneurship and leadership development.
  • B. Russian Academy of Education
    The Russian Academy of Education is a state academic institution in Russia that oversees and advances research and policy in the field of education and pedagogy.
  • C. Russian Presidential Academy of National Economy and Public Administration
    The Russian Presidential Academy of National Economy and Public Administration is a leading Russian higher education institution specializing in public administration, economics, and management, known for training government officials and civil servants.
  • D. Yuriev University
    Yuriev University was a historical Russian higher education institution that served as a predecessor to Voronezh State University.
  • E. Russian State University of Trade and Economics
    The Russian State University of Trade and Economics is a Russian higher education institution specializing in economics, trade, and business-related disciplines.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8cb4388190a3b4c92c3bb4ad4f completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0f4e648190b9cd9b1464209224 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2de2d82c819085d903a538313e70 completed May 9, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff2ea08ad08190b3ecf29bfe7a809a completed May 9, 2026, 12:54 p.m.
Created at: April 10, 2026, 3:38 a.m.