Triple

T9173819

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shantou Special Economic Zone	`E220144`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Shantou Municipal Government Shantou Municipal Government is the local administrative authority responsible for governing and managing public affairs, economic development, and urban planning in the city of Shantou, China.	`E781904`	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: Shantou Municipal Government | Statement: [Shantou Special Economic Zone, governedBy, Shantou Municipal Government]

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

Target entity: Shantou Municipal Government
Context triple: [Shantou Special Economic Zone, governedBy, Shantou Municipal Government]

A. Zhongshan Municipal Government
The Zhongshan Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in Zhongshan, a prefecture-level city in Guangdong Province, China.
B. Dongguan municipal government
The Dongguan municipal government is the local administrative authority responsible for governing the prefecture-level city of Dongguan in Guangdong Province, China.
C. 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.
D. 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.
E. 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.
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: Shantou Municipal Government
Triple: [Shantou Special Economic Zone, governedBy, Shantou Municipal Government]

Generated description

Shantou Municipal Government is the local administrative authority responsible for governing and managing public affairs, economic development, and urban planning in the city of Shantou, China.

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

Target entity: Shantou Municipal Government
Target entity description: Shantou Municipal Government is the local administrative authority responsible for governing and managing public affairs, economic development, and urban planning in the city of Shantou, China.

A. Zhongshan Municipal Government
The Zhongshan Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in Zhongshan, a prefecture-level city in Guangdong Province, China.
B. Dongguan municipal government
The Dongguan municipal government is the local administrative authority responsible for governing the prefecture-level city of Dongguan in Guangdong Province, China.
C. 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.
D. 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.
E. 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.
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_69ca83e467108190abcae6a33b3d4dad`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccbfa128d48190b54b8f95d77d81cc`	completed	April 1, 2026, 6:48 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d054a36ef881908079558050c67e7c`	completed	April 4, 2026, midnight
NEDg	Description generation	`batch_69d05597d00c8190bdf51a53497c8042`	completed	April 4, 2026, 12:04 a.m.
NED2	Entity disambiguation (via description)	`batch_69d056619c988190a11b7eb4a31f93b2`	completed	April 4, 2026, 12:08 a.m.

Created at: March 30, 2026, 7:22 p.m.