Triple

T13639726
Position Surface form Disambiguated ID Type / Status
Subject Health Bureau (Hong Kong) E325941 entity
Predicate hasMinisterialHead P452 FINISHED
Object Secretary for Health (Hong Kong)
The Secretary for Health (Hong Kong) is the principal government official responsible for formulating and overseeing public health, medical services, and related policies in the Hong Kong Special Administrative Region.
E1052256 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 Health (Hong Kong) | Statement: [Health Bureau (Hong Kong), hasMinisterialHead, Secretary for Health (Hong Kong)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secretary for Health (Hong Kong)
Context triple: [Health Bureau (Hong Kong), hasMinisterialHead, Secretary for Health (Hong Kong)]
  • A. Secretary for Development of Hong Kong
    The Secretary for Development of Hong Kong is the principal government official responsible for overseeing the city’s planning, land, and infrastructure development policies.
  • B. Secretary for Security of Hong Kong
    The Secretary for Security of Hong Kong is the principal government official responsible for overseeing the territory’s public security, law and order, immigration, and related enforcement agencies.
  • C. Chief Secretary for Administration of Hong Kong
    The Chief Secretary for Administration of Hong Kong is the second-highest-ranking official in the Hong Kong government, responsible for overseeing the administration and coordinating policy implementation across bureaus.
  • D. Financial Secretary of Hong Kong
    The Financial Secretary of Hong Kong is a senior government official responsible for formulating and overseeing the territory’s economic, financial, and budgetary policies.
  • E. Office of the Chief Executive of Hong Kong
    The Office of the Chief Executive of Hong Kong is the executive office that supports and advises the Chief Executive in leading the Hong Kong Special Administrative Region’s government and implementing its policies.
  • 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 Health (Hong Kong)
Triple: [Health Bureau (Hong Kong), hasMinisterialHead, Secretary for Health (Hong Kong)]
Generated description
The Secretary for Health (Hong Kong) is the principal government official responsible for formulating and overseeing public health, medical services, and related policies in the Hong Kong Special Administrative Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secretary for Health (Hong Kong)
Target entity description: The Secretary for Health (Hong Kong) is the principal government official responsible for formulating and overseeing public health, medical services, and related policies in the Hong Kong Special Administrative Region.
  • A. Secretary for Development of Hong Kong
    The Secretary for Development of Hong Kong is the principal government official responsible for overseeing the city’s planning, land, and infrastructure development policies.
  • B. Secretary for Security of Hong Kong
    The Secretary for Security of Hong Kong is the principal government official responsible for overseeing the territory’s public security, law and order, immigration, and related enforcement agencies.
  • C. Chief Secretary for Administration of Hong Kong
    The Chief Secretary for Administration of Hong Kong is the second-highest-ranking official in the Hong Kong government, responsible for overseeing the administration and coordinating policy implementation across bureaus.
  • D. Financial Secretary of Hong Kong
    The Financial Secretary of Hong Kong is a senior government official responsible for formulating and overseeing the territory’s economic, financial, and budgetary policies.
  • E. Office of the Chief Executive of Hong Kong
    The Office of the Chief Executive of Hong Kong is the executive office that supports and advises the Chief Executive in leading the Hong Kong Special Administrative Region’s government and implementing its policies.
  • 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_69dbc5aac7308190a3fd26baeade8f2a 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.