Triple

T228786
Position Surface form Disambiguated ID Type / Status
Subject Guild of European Research-Intensive Universities E4365 entity
Predicate hasMember P10 FINISHED
Object University of Ljubljana
The University of Ljubljana is the largest and oldest university in Slovenia, recognized as a major public research and higher education institution in Central Europe.
 E31288 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 Ljubljana | Statement: [Guild of European Research-Intensive Universities, hasMember, University of Ljubljana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Ljubljana
Context triple: [Guild of European Research-Intensive Universities, hasMember, University of Ljubljana]
  • A. University of Tartu
    The University of Tartu is a leading research-intensive university in Estonia, renowned for its strong programs in the humanities, natural and social sciences, and its historic role in Baltic and Nordic higher education.
  • B. University of Vienna
    The University of Vienna is one of Europe's oldest and largest universities, renowned for its contributions to the humanities and sciences since its founding in 1365.
  • C. Mozarteum University Salzburg
    Mozarteum University Salzburg is a renowned Austrian institution of higher education specializing in music and the arts, closely associated with the legacy of Wolfgang Amadeus Mozart.
  • D. University of Budapest
    The University of Budapest is a historic Hungarian higher education institution known for producing prominent scholars, including mathematician John von Neumann.
  • E. Vienna University of Economics and Business
    Vienna University of Economics and Business is a leading Austrian public university in Vienna specializing in business, economics, and social sciences, known for its large international student body and modern campus.
  • 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 Ljubljana
Triple: [Guild of European Research-Intensive Universities, hasMember, University of Ljubljana]
Generated description
The University of Ljubljana is the largest and oldest university in Slovenia, recognized as a major public research and higher education institution in Central Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Ljubljana
Target entity description: The University of Ljubljana is the largest and oldest university in Slovenia, recognized as a major public research and higher education institution in Central Europe.
  • A. University of Tartu
    The University of Tartu is a leading research-intensive university in Estonia, renowned for its strong programs in the humanities, natural and social sciences, and its historic role in Baltic and Nordic higher education.
  • B. University of Vienna
    The University of Vienna is one of Europe's oldest and largest universities, renowned for its contributions to the humanities and sciences since its founding in 1365.
  • C. Mozarteum University Salzburg
    Mozarteum University Salzburg is a renowned Austrian institution of higher education specializing in music and the arts, closely associated with the legacy of Wolfgang Amadeus Mozart.
  • D. University of Budapest
    The University of Budapest is a historic Hungarian higher education institution known for producing prominent scholars, including mathematician John von Neumann.
  • E. Vienna University of Economics and Business
    Vienna University of Economics and Business is a leading Austrian public university in Vienna specializing in business, economics, and social sciences, known for its large international student body and modern campus.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c9140c48190b90647400854b37e completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3695d08588190892d271c03fdf1e6 completed Feb. 28, 2026, 10:17 p.m.
NEDg Description generation batch_69a369d2b56c8190a6381b2da3e42e18 completed Feb. 28, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69a36a9f31408190b8f0e8273ff3a298 completed Feb. 28, 2026, 10:22 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.