Triple

T12229215
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong–Zhuhai–Macau Bridge Authority E291430 entity
Predicate collaboratesWith P37 FINISHED
Object Hong Kong authorities
Hong Kong authorities are the governmental and administrative bodies responsible for governing and regulating the Hong Kong Special Administrative Region under its “one country, two systems” framework.
E977048 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: Hong Kong authorities | Statement: [Hong Kong–Zhuhai–Macau Bridge Authority, collaboratesWith, Hong Kong authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hong Kong authorities
Context triple: [Hong Kong–Zhuhai–Macau Bridge Authority, collaboratesWith, Hong Kong authorities]
  • A. Security Bureau of the Government of Hong Kong
    The Security Bureau of the Government of Hong Kong is the principal policy body overseeing public security, law enforcement, immigration, and emergency management in the Hong Kong Special Administrative Region.
  • B. Government of the Hong Kong Special Administrative Region
    The Government of the Hong Kong Special Administrative Region is the executive authority of Hong Kong, responsible for administering the territory under the “one country, two systems” framework with a high degree of autonomy from mainland China.
  • C. Department of Justice of Hong Kong
    The Department of Justice of Hong Kong is the principal legal adviser to the Hong Kong Special Administrative Region government, responsible for prosecution, legal policy, and drafting legislation.
  • D. Executive Council of Hong Kong
    The Executive Council of Hong Kong is the chief policy-making and advisory body that assists the Chief Executive in making key decisions and formulating government policies for the Hong Kong Special Administrative Region.
  • E. Hong Kong Police Force
    The Hong Kong Police Force is the primary law enforcement agency of Hong Kong, responsible for maintaining public order, preventing and investigating crime, and ensuring the security of the region.
  • 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: Hong Kong authorities
Triple: [Hong Kong–Zhuhai–Macau Bridge Authority, collaboratesWith, Hong Kong authorities]
Generated description
Hong Kong authorities are the governmental and administrative bodies responsible for governing and regulating the Hong Kong Special Administrative Region under its “one country, two systems” framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hong Kong authorities
Target entity description: Hong Kong authorities are the governmental and administrative bodies responsible for governing and regulating the Hong Kong Special Administrative Region under its “one country, two systems” framework.
  • A. Security Bureau of the Government of Hong Kong
    The Security Bureau of the Government of Hong Kong is the principal policy body overseeing public security, law enforcement, immigration, and emergency management in the Hong Kong Special Administrative Region.
  • B. Government of the Hong Kong Special Administrative Region
    The Government of the Hong Kong Special Administrative Region is the executive authority of Hong Kong, responsible for administering the territory under the “one country, two systems” framework with a high degree of autonomy from mainland China.
  • C. Department of Justice of Hong Kong
    The Department of Justice of Hong Kong is the principal legal adviser to the Hong Kong Special Administrative Region government, responsible for prosecution, legal policy, and drafting legislation.
  • D. Executive Council of Hong Kong
    The Executive Council of Hong Kong is the chief policy-making and advisory body that assists the Chief Executive in making key decisions and formulating government policies for the Hong Kong Special Administrative Region.
  • E. Hong Kong Police Force
    The Hong Kong Police Force is the primary law enforcement agency of Hong Kong, responsible for maintaining public order, preventing and investigating crime, and ensuring the security of the region.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca34fe88190900c8791c70948b7 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a8e6ba081908428ce11196815cc completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be354a88190aaf5e8439b33120b completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62c8194d881909db3d320a21f2052 completed May 2, 2026, 4:55 p.m.
Created at: April 8, 2026, 9:51 p.m.