Triple

T4538766
Position Surface form Disambiguated ID Type / Status
Subject Remagen E107474 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object RheinAhrCampus Remagen
RheinAhrCampus Remagen is a campus of the Koblenz University of Applied Sciences in Remagen, Germany, offering practice-oriented degree programs in fields such as business, social security, and technology.
 E450997 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: RheinAhrCampus Remagen | Statement: [Remagen, hasHigherEducationInstitution, RheinAhrCampus Remagen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RheinAhrCampus Remagen
Context triple: [Remagen, hasHigherEducationInstitution, RheinAhrCampus Remagen]
  • A. University of Duisburg-Essen
    The University of Duisburg-Essen is a large public research university in North Rhine-Westphalia, Germany, known for its strong engineering, natural sciences, and social sciences programs and its focus on interdisciplinary and international collaboration.
  • B. Niederrhein University of Applied Sciences
    Niederrhein University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in fields such as engineering, design, business, and social sciences.
  • C. Cologne University of Applied Sciences
    Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
  • D. Heinrich Heine University Düsseldorf
    Heinrich Heine University Düsseldorf is a public research university in Düsseldorf, Germany, known for its strong programs in medicine, natural sciences, and humanities.
  • E. 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.
  • 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: RheinAhrCampus Remagen
Triple: [Remagen, hasHigherEducationInstitution, RheinAhrCampus Remagen]
Generated description
RheinAhrCampus Remagen is a campus of the Koblenz University of Applied Sciences in Remagen, Germany, offering practice-oriented degree programs in fields such as business, social security, and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RheinAhrCampus Remagen
Target entity description: RheinAhrCampus Remagen is a campus of the Koblenz University of Applied Sciences in Remagen, Germany, offering practice-oriented degree programs in fields such as business, social security, and technology.
  • A. University of Duisburg-Essen
    The University of Duisburg-Essen is a large public research university in North Rhine-Westphalia, Germany, known for its strong engineering, natural sciences, and social sciences programs and its focus on interdisciplinary and international collaboration.
  • B. Niederrhein University of Applied Sciences
    Niederrhein University of Applied Sciences is a German university of applied sciences known for its practice-oriented programs in fields such as engineering, design, business, and social sciences.
  • C. Cologne University of Applied Sciences
    Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
  • D. Heinrich Heine University Düsseldorf
    Heinrich Heine University Düsseldorf is a public research university in Düsseldorf, Germany, known for its strong programs in medicine, natural sciences, and humanities.
  • E. 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.
  • 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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57ba327c8190a7f12e14077b1fa7 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdacfff41481908a5c97ab4fcb9259 completed March 20, 2026, 8:24 p.m.
NEDg Description generation batch_69bdb32911cc8190a8624d54dad6355e completed March 20, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_69bdb3a0bf908190b9a029f47e6be941 completed March 20, 2026, 8:52 p.m.
Created at: March 20, 2026, 1:04 p.m.