Triple

T18461494
Position Surface form Disambiguated ID Type / Status
Subject Girls' Schools Association E451046 entity
Predicate hasPart P35 FINISHED
Object GSA Heads of Geography
GSA Heads of Geography is a subject-specific professional group within the Girls' Schools Association that brings together heads of geography departments from member schools for collaboration, support, and the sharing of best practice.
E1325417 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: GSA Heads of Geography | Statement: [Girls' Schools Association, hasPart, GSA Heads of Geography]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GSA Heads of Geography
Context triple: [Girls' Schools Association, hasPart, GSA Heads of Geography]
  • A. The Geographical Journal
    The Geographical Journal is a long-running, peer-reviewed academic journal focusing on research and scholarship in geography and related disciplines.
  • B. Geographical Abstracts
    Geographical Abstracts is a specialized bibliographic indexing service that compiles and summarizes scholarly literature in the field of geography and related spatial sciences.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: GSA Heads of Geography
Triple: [Girls' Schools Association, hasPart, GSA Heads of Geography]
Generated description
GSA Heads of Geography is a subject-specific professional group within the Girls' Schools Association that brings together heads of geography departments from member schools for collaboration, support, and the sharing of best practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GSA Heads of Geography
Target entity description: GSA Heads of Geography is a subject-specific professional group within the Girls' Schools Association that brings together heads of geography departments from member schools for collaboration, support, and the sharing of best practice.
  • A. The Geographical Journal
    The Geographical Journal is a long-running, peer-reviewed academic journal focusing on research and scholarship in geography and related disciplines.
  • B. Geographical Abstracts
    Geographical Abstracts is a specialized bibliographic indexing service that compiles and summarizes scholarly literature in the field of geography and related spatial sciences.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52a7fd9e081909bdf5c4aec2ba08d completed April 19, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040febab8c819086707e68f2259fe9 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a0410f9ed708190bd13037037487287 completed May 13, 2026, 5:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0417b159b481908f963cf8b251d898 completed May 13, 2026, 6:18 a.m.
Created at: April 10, 2026, 11:33 a.m.