Triple

T2699208

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hong Kong–Zhuhai–Macau Bridge	`E58588`	entity
Predicate	fundedBy	`P67`	FINISHED
Object	Zhuhai municipal government The Zhuhai municipal government is the local governing authority of Zhuhai, a major coastal city in Guangdong Province, China, responsible for regional administration, economic development, and large-scale infrastructure projects.	`E291429`	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: Zhuhai municipal government | Statement: [Hong Kong–Zhuhai–Macau Bridge, fundedBy, Zhuhai municipal government]

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

Target entity: Zhuhai municipal government
Context triple: [Hong Kong–Zhuhai–Macau Bridge, fundedBy, Zhuhai municipal government]

A. Shenzhen Municipal People’s Government
The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
B. Guangzhou Municipal People’s Government
The Guangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Guangzhou, China.
C. People’s Government of Guangdong Province
The People’s Government of Guangdong Province is the provincial-level administrative authority responsible for governing Guangdong, one of China’s most populous and economically significant provinces.
D. Huangpu District People’s Government
Huangpu District People’s Government is the local administrative authority responsible for managing public affairs, services, and development within Shanghai’s central Huangpu District.
E. Zhuhai Special Economic Zone
Zhuhai Special Economic Zone is one of China’s earliest coastal open economic areas, established to attract foreign investment and promote export-oriented industrial development in the city of Zhuhai.
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: Zhuhai municipal government
Triple: [Hong Kong–Zhuhai–Macau Bridge, fundedBy, Zhuhai municipal government]

Generated description

The Zhuhai municipal government is the local governing authority of Zhuhai, a major coastal city in Guangdong Province, China, responsible for regional administration, economic development, and large-scale infrastructure projects.

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

Target entity: Zhuhai municipal government
Target entity description: The Zhuhai municipal government is the local governing authority of Zhuhai, a major coastal city in Guangdong Province, China, responsible for regional administration, economic development, and large-scale infrastructure projects.

A. Shenzhen Municipal People’s Government
The Shenzhen Municipal People’s Government is the executive authority responsible for administering and managing public affairs, economic development, and urban governance in the city of Shenzhen, China.
B. Guangzhou Municipal People’s Government
The Guangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Guangzhou, China.
C. People’s Government of Guangdong Province
The People’s Government of Guangdong Province is the provincial-level administrative authority responsible for governing Guangdong, one of China’s most populous and economically significant provinces.
D. Huangpu District People’s Government
Huangpu District People’s Government is the local administrative authority responsible for managing public affairs, services, and development within Shanghai’s central Huangpu District.
E. Zhuhai Special Economic Zone
Zhuhai Special Economic Zone is one of China’s earliest coastal open economic areas, established to attract foreign investment and promote export-oriented industrial development in the city of Zhuhai.
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_69ab4ac269e481909cb317d79e68b75b`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abda339cf48190b9ae6b99137f005e`	completed	March 7, 2026, 7:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afaf70f9088190acd4c8bd05deea47`	completed	March 10, 2026, 5:43 a.m.
NEDg	Description generation	`batch_69afb045e304819080efecf2738453e6`	completed	March 10, 2026, 5:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb0ab2a8081909e729f883a7438d7`	completed	March 10, 2026, 5:48 a.m.

Created at: March 6, 2026, 9:55 p.m.