Triple

T4508164
Position Surface form Disambiguated ID Type / Status
Subject Shenzhen Qianhai Cooperation Zone E101983 entity
Predicate locatedNear P294 FINISHED
Object Qianhai Bay
Qianhai Bay is a coastal area in Shenzhen, China, known as a key hub for modern service industries and deepened economic cooperation between mainland China and Hong Kong.
E101983 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: Qianhai Bay | Statement: [Shenzhen Qianhai Cooperation Zone, locatedNear, Qianhai Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qianhai Bay
Context triple: [Shenzhen Qianhai Cooperation Zone, locatedNear, Qianhai Bay]
  • A. Nanhai
    Nanhai is an alternative name for Nanhai Lake, a notable body of water often associated with scenic and cultural significance in its region.
  • B. Beihai
    Beihai is a coastal city in China's Guangxi Zhuang Autonomous Region, known for its beaches, maritime trade, and the scenic Silver Beach tourist area.
  • C. Port of Zhuhai
    The Port of Zhuhai is a major coastal and river port complex in southern China that serves as a key hub for trade and transportation in the Pearl River Delta region.
  • D. Shenzhen Bay Port
    Shenzhen Bay Port is a major land-border crossing and transportation hub linking Shenzhen in mainland China with Hong Kong, facilitating significant passenger and cargo movement between the two regions.
  • E. 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.
  • 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: Qianhai Bay
Triple: [Shenzhen Qianhai Cooperation Zone, locatedNear, Qianhai Bay]
Generated description
Qianhai Bay is a coastal area in Shenzhen, China, known as a key hub for modern service industries and deepened economic cooperation between mainland China and Hong Kong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qianhai Bay
Target entity description: Qianhai Bay is a coastal area in Shenzhen, China, known as a key hub for modern service industries and deepened economic cooperation between mainland China and Hong Kong.
  • A. Nanhai
    Nanhai is an alternative name for Nanhai Lake, a notable body of water often associated with scenic and cultural significance in its region.
  • B. Beihai
    Beihai is a coastal city in China's Guangxi Zhuang Autonomous Region, known for its beaches, maritime trade, and the scenic Silver Beach tourist area.
  • C. Port of Zhuhai
    The Port of Zhuhai is a major coastal and river port complex in southern China that serves as a key hub for trade and transportation in the Pearl River Delta region.
  • D. Shenzhen Bay Port
    Shenzhen Bay Port is a major land-border crossing and transportation hub linking Shenzhen in mainland China with Hong Kong, facilitating significant passenger and cargo movement between the two regions.
  • E. Shenzhen Qianhai Cooperation Zone chosen
    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.
  • F. None of above.

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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd570f9b1c8190b52ace855dbf6641 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6fa1c64c8190892b96d8c21daa87 completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd70324c408190abaf669c943e91e4 completed March 20, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69bd70a49cf48190b940051c7b4dd1d7 completed March 20, 2026, 4:07 p.m.
Created at: March 20, 2026, 1:01 p.m.