Triple

T4498896
Position Surface form Disambiguated ID Type / Status
Subject Nuremberg metropolitan region E100767 entity
Predicate hasUniversity P113 FINISHED
Object University of Bamberg
The University of Bamberg is a German public research university known for its strengths in the humanities, social sciences, economics, and applied computer science, with a historic campus integrated into the medieval city of Bamberg.
E851197 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 Bamberg | Statement: [Nuremberg metropolitan region, hasUniversity, University of Bamberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Bamberg
Context triple: [Nuremberg metropolitan region, hasUniversity, University of Bamberg]
  • A. University of Bayreuth
    The University of Bayreuth is a public research university in Bayreuth, Germany, known for its interdisciplinary programs and strong emphasis on African studies, law, economics, and the natural sciences.
  • B. University of Augsburg
    The University of Augsburg is a public research university in Augsburg, Germany, known for its programs in economics, law, and the humanities.
  • C. University of Regensburg
    The University of Regensburg is a public research university in Regensburg, Germany, known for its strong programs in the humanities, social sciences, natural sciences, and law.
  • 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. University of Halle
    The University of Halle is a historic German university, now part of Martin Luther University of Halle-Wittenberg, known as a major center of Enlightenment-era scholarship and philosophy.
  • 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 Bamberg
Triple: [Nuremberg metropolitan region, hasUniversity, University of Bamberg]
Generated description
The University of Bamberg is a German public research university known for its strengths in the humanities, social sciences, economics, and applied computer science, with a historic campus integrated into the medieval city of Bamberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Bamberg
Target entity description: The University of Bamberg is a German public research university known for its strengths in the humanities, social sciences, economics, and applied computer science, with a historic campus integrated into the medieval city of Bamberg.
  • A. University of Bayreuth
    The University of Bayreuth is a public research university in Bayreuth, Germany, known for its interdisciplinary programs and strong emphasis on African studies, law, economics, and the natural sciences.
  • B. University of Augsburg
    The University of Augsburg is a public research university in Augsburg, Germany, known for its programs in economics, law, and the humanities.
  • C. University of Regensburg
    The University of Regensburg is a public research university in Regensburg, Germany, known for its strong programs in the humanities, social sciences, natural sciences, and law.
  • 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. University of Halle
    The University of Halle is a historic German university, now part of Martin Luther University of Halle-Wittenberg, known as a major center of Enlightenment-era scholarship and philosophy.
  • 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_69bd43cdf15081909a4fa2585ff63b3e completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56c29868819097633c7cd398e865 completed March 20, 2026, 2:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d6f67c3a0881909f24d85d74e4c061 completed April 9, 2026, 12:44 a.m.
NEDg Description generation batch_69d6fa2bb2ec8190aa099988a6c225eb completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd10dbc08190a297073e1b737566 completed April 9, 2026, 1:12 a.m.
Created at: March 20, 2026, 1 p.m.