Triple

T12567457
Position Surface form Disambiguated ID Type / Status
Subject Macau Link Road E295507 entity
Predicate connectsTo P845 FINISHED
Object Macau border crossing facilities for HZMB
The Macau border crossing facilities for HZMB are the immigration, customs, and transportation hub on the Macau side of the Hong Kong–Zhuhai–Macau Bridge, handling passenger and cargo movements between Macau and the other Pearl River Delta cities linked by the bridge.
E990736 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: Macau border crossing facilities for HZMB | Statement: [Macau Link Road, connectsTo, Macau border crossing facilities for HZMB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macau border crossing facilities for HZMB
Context triple: [Macau Link Road, connectsTo, Macau border crossing facilities for HZMB]
  • A. Macao Customs Service
    The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
  • B. Port of Macau
    The Port of Macau is a historic maritime hub and gateway for trade and passenger traffic serving the city of Macau on the southern coast of China.
  • C. Hong Kong–Zhuhai–Macau Bridge Zhuhai Port
    Hong Kong–Zhuhai–Macau Bridge Zhuhai Port is the mainland Chinese port and border control complex in Zhuhai serving traffic on the Hong Kong–Zhuhai–Macau Bridge.
  • D. Health Bureau of Macao
    The Health Bureau of Macao is the government agency responsible for formulating and implementing public health policies, managing healthcare services, and overseeing disease prevention and control in the Macao Special Administrative Region.
  • E. Hong Kong–Mainland China border
    The Hong Kong–Mainland China border is the political and physical boundary separating the Hong Kong Special Administrative Region from mainland China, marked by checkpoints, fences, and natural features such as the Shenzhen River.
  • 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: Macau border crossing facilities for HZMB
Triple: [Macau Link Road, connectsTo, Macau border crossing facilities for HZMB]
Generated description
The Macau border crossing facilities for HZMB are the immigration, customs, and transportation hub on the Macau side of the Hong Kong–Zhuhai–Macau Bridge, handling passenger and cargo movements between Macau and the other Pearl River Delta cities linked by the bridge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macau border crossing facilities for HZMB
Target entity description: The Macau border crossing facilities for HZMB are the immigration, customs, and transportation hub on the Macau side of the Hong Kong–Zhuhai–Macau Bridge, handling passenger and cargo movements between Macau and the other Pearl River Delta cities linked by the bridge.
  • A. Macao Customs Service
    The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
  • B. Port of Macau
    The Port of Macau is a historic maritime hub and gateway for trade and passenger traffic serving the city of Macau on the southern coast of China.
  • C. Hong Kong–Zhuhai–Macau Bridge Zhuhai Port
    Hong Kong–Zhuhai–Macau Bridge Zhuhai Port is the mainland Chinese port and border control complex in Zhuhai serving traffic on the Hong Kong–Zhuhai–Macau Bridge.
  • D. Health Bureau of Macao
    The Health Bureau of Macao is the government agency responsible for formulating and implementing public health policies, managing healthcare services, and overseeing disease prevention and control in the Macao Special Administrative Region.
  • E. Hong Kong–Mainland China border
    The Hong Kong–Mainland China border is the political and physical boundary separating the Hong Kong Special Administrative Region from mainland China, marked by checkpoints, fences, and natural features such as the Shenzhen River.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a325948190994bcfc9d571a3a8 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655914f908190afbebbec3cb57e73 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f657e504c881909b960acc7758b39d completed May 2, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f658a80fd08190b1b8c161ca6e56ec completed May 2, 2026, 8:03 p.m.
Created at: April 8, 2026, 11:49 p.m.