Triple

T18461499
Position Surface form Disambiguated ID Type / Status
Subject Girls' Schools Association E451046 entity
Predicate hasPart P35 FINISHED
Object GSA Heads of Learning Support
GSA Heads of Learning Support is a professional network within the Girls' Schools Association that brings together senior staff responsible for coordinating and leading learning support and special educational needs provision in member schools.
E1325422 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 Learning Support | Statement: [Girls' Schools Association, hasPart, GSA Heads of Learning Support]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GSA Heads of Learning Support
Context triple: [Girls' Schools Association, hasPart, GSA Heads of Learning Support]
  • A. Centre for Learning and Development
    The Centre for Learning and Development is a unit within the Norwegian Institute of Public Health dedicated to strengthening public health competence through education, training, and professional development initiatives.
  • B. Directorate for Learning
    The Directorate for Learning is a division of the Scottish Government responsible for developing and implementing national policy on education and learning.
  • C. Student Learning Centre
    The Student Learning Centre is a prominent, modern academic and study facility on the campus of Toronto Metropolitan University in downtown Toronto.
  • D. Department of Learning and National Partnerships
    The Department of Learning and National Partnerships is the British Museum’s division responsible for education, public engagement, and collaborative programmes with institutions across the UK.
  • E. Centre for Professional Learning
    The Centre for Professional Learning is a Leiden University institute that offers advanced, practice-oriented education and training programs for professionals in fields such as public administration, diplomacy, and security.
  • 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 Learning Support
Triple: [Girls' Schools Association, hasPart, GSA Heads of Learning Support]
Generated description
GSA Heads of Learning Support is a professional network within the Girls' Schools Association that brings together senior staff responsible for coordinating and leading learning support and special educational needs provision in member schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GSA Heads of Learning Support
Target entity description: GSA Heads of Learning Support is a professional network within the Girls' Schools Association that brings together senior staff responsible for coordinating and leading learning support and special educational needs provision in member schools.
  • A. Centre for Learning and Development
    The Centre for Learning and Development is a unit within the Norwegian Institute of Public Health dedicated to strengthening public health competence through education, training, and professional development initiatives.
  • B. Directorate for Learning
    The Directorate for Learning is a division of the Scottish Government responsible for developing and implementing national policy on education and learning.
  • C. Student Learning Centre
    The Student Learning Centre is a prominent, modern academic and study facility on the campus of Toronto Metropolitan University in downtown Toronto.
  • D. Department of Learning and National Partnerships
    The Department of Learning and National Partnerships is the British Museum’s division responsible for education, public engagement, and collaborative programmes with institutions across the UK.
  • E. Centre for Professional Learning
    The Centre for Professional Learning is a Leiden University institute that offers advanced, practice-oriented education and training programs for professionals in fields such as public administration, diplomacy, and security.
  • 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.