Triple

T13639495
Position Surface form Disambiguated ID Type / Status
Subject Education Bureau E325936 entity
Predicate headOfGovernmentBody P452 FINISHED
Object Secretary for Education
The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
 E1052235 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: Secretary for Education | Statement: [Education Bureau, headOfGovernmentBody, Secretary for Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secretary for Education
Context triple: [Education Bureau, headOfGovernmentBody, Secretary for Education]
  • A. Minister for Education
    The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
  • B. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
  • C. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Welsh Government minister responsible for overseeing education policy, schools, and lifelong learning in Wales.
  • D. Minister of Education
    The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
  • E. Secretary of State for Education
    The Secretary of State for Education is the UK government cabinet minister responsible for overseeing the education system and children’s services in England.
  • 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: Secretary for Education
Triple: [Education Bureau, headOfGovernmentBody, Secretary for Education]
Generated description
The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Secretary for Education
Target entity description: The Secretary for Education is the top government official responsible for formulating and overseeing education policies and the school system in Hong Kong.
  • A. Minister for Education
    The Minister for Education (Northern Ireland) is the government official responsible for overseeing the education system and related policy in Northern Ireland.
  • B. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
  • C. Cabinet Secretary for Education
    The Cabinet Secretary for Education is the senior Welsh Government minister responsible for overseeing education policy, schools, and lifelong learning in Wales.
  • D. Minister of Education
    The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
  • E. Secretary of State for Education
    The Secretary of State for Education is the UK government cabinet minister responsible for overseeing the education system and children’s services in England.
  • 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.