Triple

T3588935
Position Surface form Disambiguated ID Type / Status
Subject College of Letters and Science (University of Wisconsin–Madison) E75977 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Department of Geography (University of Wisconsin–Madison)
The Department of Geography at the University of Wisconsin–Madison is a leading academic unit known for its research and teaching in physical, human, and environmental geography, as well as geographic information science.
E371642 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: Department of Geography (University of Wisconsin–Madison) | Statement: [College of Letters and Science (University of Wisconsin–Madison), hasAcademicUnit, Department of Geography (University of Wisconsin–Madison)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Geography (University of Wisconsin–Madison)
Context triple: [College of Letters and Science (University of Wisconsin–Madison), hasAcademicUnit, Department of Geography (University of Wisconsin–Madison)]
  • A. Department of Geography
    The Department of Geography at Royal Holloway, University of London is a leading academic unit known for its research and teaching in human and physical geography, environmental change, and related spatial sciences.
  • B. Department of Geography & Environmental Studies
    The Department of Geography & Environmental Studies is an academic unit that focuses on the study of spatial relationships, human–environment interactions, and environmental issues within the broader context of the liberal arts and professional studies.
  • C. Faculty of Geography
    The Faculty of Geography at the University of Havana is an academic unit dedicated to teaching and research in physical and human geography, spatial analysis, and related environmental and territorial studies.
  • D. Faculty of Geography
    The Faculty of Geography is an academic division of Taras Shevchenko National University of Kyiv specializing in geographical sciences, environmental studies, and related research and education.
  • E. Department of Geography of the University of Zurich
    The Department of Geography of the University of Zurich is a leading academic unit specializing in research and teaching on physical and human geography, spatial analysis, and environmental change.
  • 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: Department of Geography (University of Wisconsin–Madison)
Triple: [College of Letters and Science (University of Wisconsin–Madison), hasAcademicUnit, Department of Geography (University of Wisconsin–Madison)]
Generated description
The Department of Geography at the University of Wisconsin–Madison is a leading academic unit known for its research and teaching in physical, human, and environmental geography, as well as geographic information science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Geography (University of Wisconsin–Madison)
Target entity description: The Department of Geography at the University of Wisconsin–Madison is a leading academic unit known for its research and teaching in physical, human, and environmental geography, as well as geographic information science.
  • A. Department of Geography
    The Department of Geography at Royal Holloway, University of London is a leading academic unit known for its research and teaching in human and physical geography, environmental change, and related spatial sciences.
  • B. Department of Geography & Environmental Studies
    The Department of Geography & Environmental Studies is an academic unit that focuses on the study of spatial relationships, human–environment interactions, and environmental issues within the broader context of the liberal arts and professional studies.
  • C. Faculty of Geography
    The Faculty of Geography at the University of Havana is an academic unit dedicated to teaching and research in physical and human geography, spatial analysis, and related environmental and territorial studies.
  • D. Faculty of Geography
    The Faculty of Geography is an academic division of Taras Shevchenko National University of Kyiv specializing in geographical sciences, environmental studies, and related research and education.
  • E. Department of Geography of the University of Zurich
    The Department of Geography of the University of Zurich is a leading academic unit specializing in research and teaching on physical and human geography, spatial analysis, and environmental change.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc13b2970819084181425b01f9595 completed March 8, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b40304a2e08190bcf25ddaf2bc5a2a completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b406f095488190b4543fa8008fe86c completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b40872099c81909bc3531bea77f875 completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.