Triple

T10014739
Position Surface form Disambiguated ID Type / Status
Subject Clark University E199459 entity
Predicate hasAcademicDivision P50 FINISHED
Object School of Geography
The School of Geography at Clark University is a prominent academic unit known for its research and teaching in human-environment interactions, spatial analysis, and geographic information science.
 E836240 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: School of Geography | Statement: [Clark University, hasAcademicDivision, School of Geography]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Geography
Context triple: [Clark University, hasAcademicDivision, School of Geography]
  • A. School of Geography
    The School of Geography at the University of Nottingham is an academic department specializing in the study and research of physical and human geography, environmental change, and spatial analysis.
  • B. School of Geography
    The School of Geography is an academic department at Queen Mary University of London specializing in the study and research of human and physical geography and related environmental and spatial disciplines.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: School of Geography
Triple: [Clark University, hasAcademicDivision, School of Geography]
Generated description
The School of Geography at Clark University is a prominent academic unit known for its research and teaching in human-environment interactions, spatial analysis, and geographic information science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Geography
Target entity description: The School of Geography at Clark University is a prominent academic unit known for its research and teaching in human-environment interactions, spatial analysis, and geographic information science.
  • A. School of Geography
    The School of Geography at the University of Nottingham is an academic department specializing in the study and research of physical and human geography, environmental change, and spatial analysis.
  • B. School of Geography
    The School of Geography is an academic department at Queen Mary University of London specializing in the study and research of human and physical geography and related environmental and spatial disciplines.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca8315a1a08190ab310f25620f362b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd49b19c8190b429e3533d072648 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a8f6f3081909310e28725d31f7e completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
Created at: March 30, 2026, 8:52 p.m.