Triple

T9667646

Position	Surface form	Disambiguated ID	Type / Status
Subject	Haikou Special Economic Zone	`E233745`	entity
Predicate	partOf	`P40`	FINISHED
Object	Hainan Special Economic Zone Hainan Special Economic Zone is a major Chinese free-trade and investment zone encompassing the entire island province of Hainan, established to promote market-oriented economic reforms and international commerce.	`E813019`	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: Hainan Special Economic Zone | Statement: [Haikou Special Economic Zone, partOf, Hainan Special Economic Zone]

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

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

A. 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.
B. 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.
C. Shenzhen Special Economic Zone
Shenzhen Special Economic Zone is a pioneering economic reform area in southern China known for its rapid industrialization, foreign investment, and transformation from a small town into a major global metropolis.
D. 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.
E. Bo’ai Special Zone
Bo’ai Special Zone is a prominent administrative and civic district in Taipei, Taiwan, known for concentrating key government institutions and public buildings.
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: Hainan Special Economic Zone
Triple: [Haikou Special Economic Zone, partOf, Hainan Special Economic Zone]

Generated description

Hainan Special Economic Zone is a major Chinese free-trade and investment zone encompassing the entire island province of Hainan, established to promote market-oriented economic reforms and international commerce.

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

Target entity: Hainan Special Economic Zone
Target entity description: Hainan Special Economic Zone is a major Chinese free-trade and investment zone encompassing the entire island province of Hainan, established to promote market-oriented economic reforms and international commerce.

A. 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.
B. 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.
C. Shenzhen Special Economic Zone
Shenzhen Special Economic Zone is a pioneering economic reform area in southern China known for its rapid industrialization, foreign investment, and transformation from a small town into a major global metropolis.
D. 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.
E. Bo’ai Special Zone
Bo’ai Special Zone is a prominent administrative and civic district in Taipei, Taiwan, known for concentrating key government institutions and public buildings.
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_69ca848d3b6c8190ae98ea554dea58df`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9c3c06e4819080c1b8e66faa482f`	completed	April 1, 2026, 10:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d18a208798819088db055e44d288e3`	completed	April 4, 2026, 10:01 p.m.
NEDg	Description generation	`batch_69d18ab1239c8190b4a66ccd0db35ffb`	completed	April 4, 2026, 10:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69d18b7f7510819083a402d6802c7d95`	completed	April 4, 2026, 10:06 p.m.

Created at: March 30, 2026, 8:15 p.m.