Triple

T8062840
Position Surface form Disambiguated ID Type / Status
Subject Liberec E188165 entity
Predicate hasUniversity P113 FINISHED
Object Technical University of Liberec
The Technical University of Liberec is a Czech public university known for its strong engineering, textile, and technical programs and its research focus in applied sciences.
E709438 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: Technical University of Liberec | Statement: [Liberec, hasUniversity, Technical University of Liberec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Technical University of Liberec
Context triple: [Liberec, hasUniversity, Technical University of Liberec]
  • A. Czech Technical University in Prague
    Czech Technical University in Prague is one of the oldest and largest technical universities in Europe, renowned for its engineering, architecture, and applied science programs.
  • B. University of West Bohemia
    The University of West Bohemia is a public higher education institution in Plzeň, Czech Republic, known for its technical, engineering, and humanities programs and regional research role.
  • C. Brno University of Technology
    Brno University of Technology is a major Czech technical university known for its engineering, information technology, and architectural programs.
  • D. Slovak University of Technology in Bratislava
    The Slovak University of Technology in Bratislava is a leading Slovak public university focused on engineering, technology, and applied sciences.
  • E. University of South Bohemia in České Budějovice
    The University of South Bohemia in České Budějovice is a public higher education and research institution in the Czech Republic known for its programs in natural sciences, education, social sciences, and health studies.
  • 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: Technical University of Liberec
Triple: [Liberec, hasUniversity, Technical University of Liberec]
Generated description
The Technical University of Liberec is a Czech public university known for its strong engineering, textile, and technical programs and its research focus in applied sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Technical University of Liberec
Target entity description: The Technical University of Liberec is a Czech public university known for its strong engineering, textile, and technical programs and its research focus in applied sciences.
  • A. Czech Technical University in Prague
    Czech Technical University in Prague is one of the oldest and largest technical universities in Europe, renowned for its engineering, architecture, and applied science programs.
  • B. University of West Bohemia
    The University of West Bohemia is a public higher education institution in Plzeň, Czech Republic, known for its technical, engineering, and humanities programs and regional research role.
  • C. Brno University of Technology
    Brno University of Technology is a major Czech technical university known for its engineering, information technology, and architectural programs.
  • D. Slovak University of Technology in Bratislava
    The Slovak University of Technology in Bratislava is a leading Slovak public university focused on engineering, technology, and applied sciences.
  • E. University of South Bohemia in České Budějovice
    The University of South Bohemia in České Budějovice is a public higher education and research institution in the Czech Republic known for its programs in natural sciences, education, social sciences, and health studies.
  • 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fce95f08190b803956a20082e95 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63da3bd08190894b2f4c977167c0 completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651c5f788190908c6d84c58cba0f completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc6649d2348190996802140b455348 completed April 1, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:26 p.m.