Triple

T2105303

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hainan	`E37179`	entity
Predicate	hasSpecialEconomicZone	`P21039`	FINISHED
Object	Haikou Special Economic Zone Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.	`E233745`	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: Haikou Special Economic Zone | Statement: [Hainan, hasSpecialEconomicZone, Haikou Special Economic Zone]

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

Target entity: Haikou Special Economic Zone
Context triple: [Hainan, hasSpecialEconomicZone, Haikou Special Economic Zone]

A. 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.
B. Shantou Special Economic Zone
Shantou Special Economic Zone is a coastal economic development area in Guangdong Province, China, established to attract foreign investment and promote export-oriented industrial growth.
C. Shenzhen Qianhai Cooperation Zone
Shenzhen Qianhai Cooperation Zone is a major modern service industry and financial innovation hub in Shenzhen, developed as a pilot area for deepening cooperation between mainland China and Hong Kong.
D. Shanghai Free-Trade Zone
The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
E. Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
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: Haikou Special Economic Zone
Triple: [Hainan, hasSpecialEconomicZone, Haikou Special Economic Zone]

Generated description

Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.

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

Target entity: Haikou Special Economic Zone
Target entity description: Haikou Special Economic Zone is a designated economic development area in Haikou, the capital of China’s Hainan Province, created to attract investment and promote trade-oriented, market-driven growth.

A. 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.
B. Shantou Special Economic Zone
Shantou Special Economic Zone is a coastal economic development area in Guangdong Province, China, established to attract foreign investment and promote export-oriented industrial growth.
C. Shenzhen Qianhai Cooperation Zone
Shenzhen Qianhai Cooperation Zone is a major modern service industry and financial innovation hub in Shenzhen, developed as a pilot area for deepening cooperation between mainland China and Hong Kong.
D. Shanghai Free-Trade Zone
The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
E. Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
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_69a8861828948190924aa30c08806b3a`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69abbadcd4a081909d60b9b241950335`	completed	March 7, 2026, 5:42 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae306bee8881908c62306fb1f6aea1`	completed	March 9, 2026, 2:29 a.m.
NEDg	Description generation	`batch_69ae30e1c7488190acd6d29c5ad10c33`	completed	March 9, 2026, 2:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae316398488190b9dd38145d5488b4`	completed	March 9, 2026, 2:33 a.m.

Created at: March 4, 2026, 7:43 p.m.