Triple

T22776914

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hong Kong–Mainland China border	`E563727`	entity
Predicate	hasBorderCrossing	`P4105`	FINISHED
Object	Hong Kong–Zhuhai–Macau Bridge Hong Kong Port Hong Kong–Zhuhai–Macau Bridge Hong Kong Port is a major immigration and customs control facility in Hong Kong serving as the city’s gateway for passenger and freight traffic using the Hong Kong–Zhuhai–Macau Bridge to mainland China and Macau.	`E1553707`	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–Zhuhai–Macau Bridge Hong Kong Port | Statement: [Hong Kong–Mainland China border, hasBorderCrossing, Hong Kong–Zhuhai–Macau Bridge Hong Kong Port]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Hong Kong–Zhuhai–Macau Bridge Hong Kong Port
Context triple: [Hong Kong–Mainland China border, hasBorderCrossing, Hong Kong–Zhuhai–Macau Bridge Hong Kong Port]

A. Hong Kong–Zhuhai–Macau Bridge Macau Port
Hong Kong–Zhuhai–Macau Bridge Macau Port is the Macau-side artificial island and border control complex serving as the main immigration, customs, and transport hub for traffic using the Hong Kong–Zhuhai–Macau Bridge.
B. 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.
C. Hong Kong–Zhuhai–Macau Bridge
The Hong Kong–Zhuhai–Macau Bridge is a massive sea-crossing bridge–tunnel system that links Hong Kong, Zhuhai, and Macau across the Pearl River Delta and ranks among the world’s longest fixed links over water.
D. Tsing Yi South Bridge
Tsing Yi South Bridge is a major road bridge in Hong Kong that links Tsing Yi Island to the urban areas of Kwai Chung and the rest of the New Territories.
E. 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.
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–Zhuhai–Macau Bridge Hong Kong Port
Triple: [Hong Kong–Mainland China border, hasBorderCrossing, Hong Kong–Zhuhai–Macau Bridge Hong Kong Port]

Generated description

Hong Kong–Zhuhai–Macau Bridge Hong Kong Port is a major immigration and customs control facility in Hong Kong serving as the city’s gateway for passenger and freight traffic using the Hong Kong–Zhuhai–Macau Bridge to mainland China and Macau.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Hong Kong–Zhuhai–Macau Bridge Hong Kong Port
Target entity description: Hong Kong–Zhuhai–Macau Bridge Hong Kong Port is a major immigration and customs control facility in Hong Kong serving as the city’s gateway for passenger and freight traffic using the Hong Kong–Zhuhai–Macau Bridge to mainland China and Macau.

A. Hong Kong–Zhuhai–Macau Bridge Macau Port
Hong Kong–Zhuhai–Macau Bridge Macau Port is the Macau-side artificial island and border control complex serving as the main immigration, customs, and transport hub for traffic using the Hong Kong–Zhuhai–Macau Bridge.
B. 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.
C. Hong Kong–Zhuhai–Macau Bridge
The Hong Kong–Zhuhai–Macau Bridge is a massive sea-crossing bridge–tunnel system that links Hong Kong, Zhuhai, and Macau across the Pearl River Delta and ranks among the world’s longest fixed links over water.
D. Tsing Yi South Bridge
Tsing Yi South Bridge is a major road bridge in Hong Kong that links Tsing Yi Island to the urban areas of Kwai Chung and the rest of the New Territories.
E. 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.
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_69e24554497c819080b996e071de27c2`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f17b6260a8819080e57481281dfe40`	completed	April 29, 2026, 3:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b9824f4108190b430ea2138a57ba0`	completed	May 18, 2026, 10:52 p.m.
NEDg	Description generation	`batch_6a0b9970f0388190a71f234f8022fc3e`	completed	May 18, 2026, 10:57 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b9a1129c8819084163353accc7e14`	completed	May 18, 2026, 11 p.m.

Created at: April 17, 2026, 3:28 p.m.