Triple

T1913067
Position Surface form Disambiguated ID Type / Status
Subject Miskolc E38152 entity
Predicate hasUniversity P113 FINISHED
Object University of Miskolc
The University of Miskolc is a major Hungarian public university known for its engineering, economics, law, and social sciences programs, serving as a key educational and research center in northeastern Hungary.
E215802 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: University of Miskolc | Statement: [Miskolc, hasUniversity, University of Miskolc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Miskolc
Context triple: [Miskolc, hasUniversity, University of Miskolc]
  • A. University of Pécs
    The University of Pécs is one of Hungary’s oldest and largest higher education institutions, offering a wide range of academic programs and research activities across multiple faculties.
  • B. University of Szeged
    The University of Szeged is one of Hungary’s leading public research universities, known for its strong academic programs and historic campus in the city of Szeged.
  • C. University of Budapest
    The University of Budapest is a historic Hungarian higher education institution known for producing prominent scholars, including mathematician John von Neumann.
  • D. Hungarian Academy of Sciences
    The Hungarian Academy of Sciences is Hungary’s foremost scholarly institution, responsible for supporting and coordinating scientific research and representing the country’s academic community.
  • E. University of Ostrava
    The University of Ostrava is a public higher education institution in Ostrava, Czech Republic, known for its focus on humanities, natural sciences, health studies, and social sciences.
  • 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: University of Miskolc
Triple: [Miskolc, hasUniversity, University of Miskolc]
Generated description
The University of Miskolc is a major Hungarian public university known for its engineering, economics, law, and social sciences programs, serving as a key educational and research center in northeastern Hungary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Miskolc
Target entity description: The University of Miskolc is a major Hungarian public university known for its engineering, economics, law, and social sciences programs, serving as a key educational and research center in northeastern Hungary.
  • A. University of Pécs
    The University of Pécs is one of Hungary’s oldest and largest higher education institutions, offering a wide range of academic programs and research activities across multiple faculties.
  • B. University of Szeged
    The University of Szeged is one of Hungary’s leading public research universities, known for its strong academic programs and historic campus in the city of Szeged.
  • C. University of Budapest
    The University of Budapest is a historic Hungarian higher education institution known for producing prominent scholars, including mathematician John von Neumann.
  • D. Hungarian Academy of Sciences
    The Hungarian Academy of Sciences is Hungary’s foremost scholarly institution, responsible for supporting and coordinating scientific research and representing the country’s academic community.
  • E. University of Ostrava
    The University of Ostrava is a public higher education institution in Ostrava, Czech Republic, known for its focus on humanities, natural sciences, health studies, and social sciences.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1e26b948190aa194c30755ac5df completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d5972881908856b75b324a1ad2 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:35 p.m.