Triple

T18461503
Position Surface form Disambiguated ID Type / Status
Subject Girls' Schools Association E451046 entity
Predicate hasPart P35 FINISHED
Object GSA Heads of Development
GSA Heads of Development is a professional network within the Girls' Schools Association that brings together development and fundraising leaders from member schools to share best practice and support advancement work.
 E1325424 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 Development | Statement: [Girls' Schools Association, hasPart, GSA Heads of Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GSA Heads of Development
Context triple: [Girls' Schools Association, hasPart, GSA Heads of Development]
  • A. GSA
    GSA is a representative organization that advocates for the interests and welfare of graduate students within a university or academic institution.
  • B. GSA
    GSA is the commonly used abbreviation for the Golden Spikes Award, an annual honor recognizing the top amateur baseball player in the United States.
  • C. GSA
    GSA is a U.S. federal agency that manages government buildings, supplies, and procurement services for other federal agencies.
  • D. GSA
    GSA is the commonly used abbreviation for the Gaiety School of Acting, Ireland’s national drama school based in Dublin.
  • E. Economic and Sustainable Development Directorate
    The Economic and Sustainable Development Directorate is a division of Germany’s Federal Foreign Office responsible for shaping and coordinating the country’s foreign policy on global economic issues and sustainable development.
  • 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 Development
Triple: [Girls' Schools Association, hasPart, GSA Heads of Development]
Generated description
GSA Heads of Development is a professional network within the Girls' Schools Association that brings together development and fundraising leaders from member schools to share best practice and support advancement work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GSA Heads of Development
Target entity description: GSA Heads of Development is a professional network within the Girls' Schools Association that brings together development and fundraising leaders from member schools to share best practice and support advancement work.
  • A. GSA
    GSA is a representative organization that advocates for the interests and welfare of graduate students within a university or academic institution.
  • B. GSA
    GSA is the commonly used abbreviation for the Golden Spikes Award, an annual honor recognizing the top amateur baseball player in the United States.
  • C. GSA
    GSA is a U.S. federal agency that manages government buildings, supplies, and procurement services for other federal agencies.
  • D. GSA
    GSA is the commonly used abbreviation for the Gaiety School of Acting, Ireland’s national drama school based in Dublin.
  • E. Economic and Sustainable Development Directorate
    The Economic and Sustainable Development Directorate is a division of Germany’s Federal Foreign Office responsible for shaping and coordinating the country’s foreign policy on global economic issues and sustainable development.
  • 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.