Triple

T13639497
Position Surface form Disambiguated ID Type / Status
Subject Education Bureau E325936 entity
Predicate hasDivision P35 FINISHED
Object Curriculum Development Institute
The Curriculum Development Institute is a division under Hong Kong’s Education Bureau responsible for designing, reviewing, and supporting school curricula and related educational resources.
E1052236 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: Curriculum Development Institute | Statement: [Education Bureau, hasDivision, Curriculum Development Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Curriculum Development Institute
Context triple: [Education Bureau, hasDivision, Curriculum Development Institute]
  • A. Institute for Educational Development
    The Institute for Educational Development is a faculty of Aga Khan University focused on advancing education through teacher training, research, and policy development, particularly in developing regions.
  • B. Institute for Education
    The Institute for Education is a faculty of Hogeschool Utrecht focused on training future teachers and education professionals.
  • C. Center for Education
    The Center for Education is an educational arm of the American Humanist Association that develops and promotes humanist-based learning resources and programs.
  • D. National Center for Teacher Education
    The National Center for Teacher Education is the Philippines’ premier institution mandated to lead in teacher education, research, and training, primarily embodied by the Philippine Normal University.
  • E. National Teachers’ Institute
    The National Teachers’ Institute is a Nigerian government institution dedicated to training, retraining, and upgrading the qualifications of teachers nationwide, primarily through distance learning programs.
  • 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: Curriculum Development Institute
Triple: [Education Bureau, hasDivision, Curriculum Development Institute]
Generated description
The Curriculum Development Institute is a division under Hong Kong’s Education Bureau responsible for designing, reviewing, and supporting school curricula and related educational resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Curriculum Development Institute
Target entity description: The Curriculum Development Institute is a division under Hong Kong’s Education Bureau responsible for designing, reviewing, and supporting school curricula and related educational resources.
  • A. Institute for Educational Development
    The Institute for Educational Development is a faculty of Aga Khan University focused on advancing education through teacher training, research, and policy development, particularly in developing regions.
  • B. Institute for Education
    The Institute for Education is a faculty of Hogeschool Utrecht focused on training future teachers and education professionals.
  • C. Center for Education
    The Center for Education is an educational arm of the American Humanist Association that develops and promotes humanist-based learning resources and programs.
  • D. National Center for Teacher Education
    The National Center for Teacher Education is the Philippines’ premier institution mandated to lead in teacher education, research, and training, primarily embodied by the Philippine Normal University.
  • E. National Teachers’ Institute
    The National Teachers’ Institute is a Nigerian government institution dedicated to training, retraining, and upgrading the qualifications of teachers nationwide, primarily through distance learning programs.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a84cc4819098a975e33250c89b completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd316788190a245e8199f6ac87b completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:51 p.m.