Triple

T17916256
Position Surface form Disambiguated ID Type / Status
Subject China (Guangdong) Pilot Free Trade Zone E447933 entity
Predicate hasComponent P35 FINISHED
Object Qianhai and Shekou Area of Shenzhen
The Qianhai and Shekou Area of Shenzhen is a major innovation- and finance-focused coastal development zone in Shenzhen, designated as part of China’s pilot free trade initiatives to deepen economic reform and international cooperation.
 E17924 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 and Shekou Area of Shenzhen | Statement: [China (Guangdong) Pilot Free Trade Zone, hasComponent, Qianhai and Shekou Area of Shenzhen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qianhai and Shekou Area of Shenzhen
Context triple: [China (Guangdong) Pilot Free Trade Zone, hasComponent, Qianhai and Shekou Area of Shenzhen]
  • A. Dapeng New District, Shenzhen
    Dapeng New District, Shenzhen is a coastal administrative district in eastern Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
  • B. Shenzhen Nanshan District
    Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
  • C. Nanshan District, Shenzhen
    Nanshan District, Shenzhen is a major urban district in Shenzhen, China, known as a technology and innovation hub that hosts the headquarters of many leading Chinese tech companies.
  • D. Futian District, Shenzhen
    Futian District, Shenzhen is a central urban district of Shenzhen, China, known as the city’s main administrative, commercial, and financial hub.
  • E. Shenzhen Yantian District (by sea)
    Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
  • 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 and Shekou Area of Shenzhen
Triple: [China (Guangdong) Pilot Free Trade Zone, hasComponent, Qianhai and Shekou Area of Shenzhen]
Generated description
The Qianhai and Shekou Area of Shenzhen is a major innovation- and finance-focused coastal development zone in Shenzhen, designated as part of China’s pilot free trade initiatives to deepen economic reform and international cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qianhai and Shekou Area of Shenzhen
Target entity description: The Qianhai and Shekou Area of Shenzhen is a major innovation- and finance-focused coastal development zone in Shenzhen, designated as part of China’s pilot free trade initiatives to deepen economic reform and international cooperation.
  • A. Dapeng New District, Shenzhen
    Dapeng New District, Shenzhen is a coastal administrative district in eastern Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
  • B. Shenzhen Nanshan District chosen
    Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
  • C. Nanshan District, Shenzhen
    Nanshan District, Shenzhen is a major urban district in Shenzhen, China, known as a technology and innovation hub that hosts the headquarters of many leading Chinese tech companies.
  • D. Futian District, Shenzhen
    Futian District, Shenzhen is a central urban district of Shenzhen, China, known as the city’s main administrative, commercial, and financial hub.
  • E. Shenzhen Yantian District (by sea)
    Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
  • 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_69d8b9f6d394819082a6d69fd1e23d2f completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4a3062bfc819083f7c0521bad4db8 completed April 19, 2026, 9:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03212c9e88819099fb04040e543d63 completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a0321e2ce7c81909f24975b71f73621 completed May 12, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_6a032255c76c81909ab534ae3e8adddc completed May 12, 2026, 12:51 p.m.
Created at: April 10, 2026, 10:20 a.m.