Triple

T9370034
Position Surface form Disambiguated ID Type / Status
Subject Zhuhai Special Economic Zone E225505 entity
Predicate partOf P40 FINISHED
Object China’s coastal open economic areas
China’s coastal open economic areas are strategically designated coastal regions that spearhead the country’s economic liberalization, foreign investment attraction, and export-oriented industrial development.
E794811 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: China’s coastal open economic areas | Statement: [Zhuhai Special Economic Zone, partOf, China’s coastal open economic areas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: China’s coastal open economic areas
Context triple: [Zhuhai Special Economic Zone, partOf, China’s coastal open economic areas]
  • A. 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.
  • B. national new-type urbanization strategy of China
    The national new-type urbanization strategy of China is a state-led development blueprint aimed at promoting more sustainable, coordinated, and people-centered urban growth across the country, including through regional initiatives like the Chengdu–Chongqing economic circle.
  • C. Bohai Economic Rim
    The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
  • D. Liaoning coastal economic belt
    The Liaoning coastal economic belt is a key Chinese regional development zone along the Bohai and Yellow Sea coasts of Liaoning Province, focused on heavy industry, port logistics, and export-oriented economic growth.
  • E. 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.
  • 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: China’s coastal open economic areas
Triple: [Zhuhai Special Economic Zone, partOf, China’s coastal open economic areas]
Generated description
China’s coastal open economic areas are strategically designated coastal regions that spearhead the country’s economic liberalization, foreign investment attraction, and export-oriented industrial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: China’s coastal open economic areas
Target entity description: China’s coastal open economic areas are strategically designated coastal regions that spearhead the country’s economic liberalization, foreign investment attraction, and export-oriented industrial development.
  • A. 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.
  • B. national new-type urbanization strategy of China
    The national new-type urbanization strategy of China is a state-led development blueprint aimed at promoting more sustainable, coordinated, and people-centered urban growth across the country, including through regional initiatives like the Chengdu–Chongqing economic circle.
  • C. Bohai Economic Rim
    The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
  • D. Liaoning coastal economic belt
    The Liaoning coastal economic belt is a key Chinese regional development zone along the Bohai and Yellow Sea coasts of Liaoning Province, focused on heavy industry, port logistics, and export-oriented economic growth.
  • E. 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.
  • 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_69ca842cbddc819099d71ecec48cf9e5 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd508274d88190a64b79ab731ac6a1 completed April 1, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f411bb2c819091b67c70956c546b completed April 4, 2026, 11:20 a.m.
NEDg Description generation batch_69d0f5e382d88190bfb61c8e3a6cd646 completed April 4, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69d0f6544b008190b220687c5e9abac3 completed April 4, 2026, 11:30 a.m.
Created at: March 30, 2026, 7:43 p.m.