Triple

T277126
Position Surface form Disambiguated ID Type / Status
Subject Herbert Marcuse E5273 entity
Predicate educatedAt P5 FINISHED
Object Freiburg University
Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
 E54934 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: Freiburg University | Statement: [Herbert Marcuse, educatedAt, Freiburg University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freiburg University
Context triple: [Herbert Marcuse, educatedAt, Freiburg University]
  • A. University of Tübingen
    The University of Tübingen is a historic German public research university renowned for its strengths in the humanities, natural sciences, and medicine.
  • B. University of Bonn
    The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
  • C. University of Cologne
    The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
  • D. University of Würzburg
    The University of Würzburg is a historic German public research university in Bavaria, renowned for its contributions to science and scholarship and for educating numerous notable figures.
  • E. Ludwig Maximilian University of Munich
    Ludwig Maximilian University of Munich is one of Germany’s oldest and most prestigious research universities, renowned for its strong academic programs and influential contributions across the sciences and humanities.
  • 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: Freiburg University
Triple: [Herbert Marcuse, educatedAt, Freiburg University]
Generated description
Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freiburg University
Target entity description: Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
  • A. University of Tübingen
    The University of Tübingen is a historic German public research university renowned for its strengths in the humanities, natural sciences, and medicine.
  • B. University of Bonn
    The University of Bonn is a major public research university in Bonn, Germany, renowned for its strong programs in the humanities and sciences and its long tradition of scholarly excellence.
  • C. University of Cologne
    The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
  • D. University of Würzburg
    The University of Würzburg is a historic German public research university in Bavaria, renowned for its contributions to science and scholarship and for educating numerous notable figures.
  • E. Ludwig Maximilian University of Munich
    Ludwig Maximilian University of Munich is one of Germany’s oldest and most prestigious research universities, renowned for its strong academic programs and influential contributions across the sciences and humanities.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25ded68c88190b1fc595ce329aeb9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a431da3ccc8190955e0cc9e5da7eb9 completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a43580738081909f5d7a41c93293ef completed March 1, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69a435c695f08190966914d1a7e55d10 completed March 1, 2026, 12:49 p.m.
Created at: Feb. 28, 2026, 2:59 a.m.