Triple

T3346935
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Liberal Arts & Professional Studies E70397 entity
Predicate hasUnit P35 FINISHED
Object 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.
E350439 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 & Environmental Studies | Statement: [Faculty of Liberal Arts & Professional Studies, hasUnit, Department of Geography & Environmental Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Geography & Environmental Studies
Context triple: [Faculty of Liberal Arts & Professional Studies, hasUnit, Department of Geography & Environmental Studies]
  • 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. School of Geography and Environmental Science
    The School of Geography and Environmental Science is an academic department at the University of Southampton focused on research and teaching in physical and human geography, environmental change, and sustainability.
  • 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. School of Geography and Sustainable Development
    The School of Geography and Sustainable Development is an academic department at the University of St Andrews focused on research and teaching in human and physical geography, environmental change, and sustainability.
  • E. Faculty of Geography and Regional Studies
    The Faculty of Geography and Regional Studies is a major academic unit of the University of Warsaw specializing in geography, spatial management, and regional development research and education.
  • 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 & Environmental Studies
Triple: [Faculty of Liberal Arts & Professional Studies, hasUnit, Department of Geography & Environmental Studies]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Geography & Environmental Studies
Target entity description: 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.
  • 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. School of Geography and Environmental Science
    The School of Geography and Environmental Science is an academic department at the University of Southampton focused on research and teaching in physical and human geography, environmental change, and sustainability.
  • 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. School of Geography and Sustainable Development
    The School of Geography and Sustainable Development is an academic department at the University of St Andrews focused on research and teaching in human and physical geography, environmental change, and sustainability.
  • E. Faculty of Geography and Regional Studies
    The Faculty of Geography and Regional Studies is a major academic unit of the University of Warsaw specializing in geography, spatial management, and regional development research and education.
  • 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_69ad85a4ef7c8190a29e2bbd6fa454e4 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f4ff888190bf14b9b7fbe9bcee completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b32522cbc88190b965087a580d7acf completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325a0de7c8190a33ae611b8450b5a completed March 12, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69b326862e848190bf1bea74b6ab0b36 completed March 12, 2026, 8:48 p.m.
Created at: March 8, 2026, 3:12 p.m.