Triple

T5695501
Position Surface form Disambiguated ID Type / Status
Subject Zhengzhou E125528 entity
Predicate hosts P186 FINISHED
Object Zhengzhou Airport Economy Zone
Zhengzhou Airport Economy Zone is a major national-level economic and industrial hub in central China built around Zhengzhou Xinzheng International Airport, focusing on aviation logistics, high-end manufacturing, and modern services.
 E545357 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: Zhengzhou Airport Economy Zone | Statement: [Zhengzhou, hosts, Zhengzhou Airport Economy Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zhengzhou Airport Economy Zone
Context triple: [Zhengzhou, hosts, Zhengzhou Airport Economy Zone]
  • A. Zhengzhou Xinzheng International Airport
    Zhengzhou Xinzheng International Airport is a major international aviation hub in central China serving the city of Zhengzhou and the wider Henan Province.
  • B. Zhengzhou
    Zhengzhou is a major city in central China that serves as the capital of Henan Province and an important national transportation and industrial hub.
  • C. Guangyang District
    Guangyang District is an urban district of Langfang City in Hebei Province, China, located in the Beijing–Tianjin corridor and known for its role in regional transportation and commerce.
  • D. Zizhu National High-Tech Industrial Development Zone
    Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
  • E. Zhengzhou railway station
    Zhengzhou railway station is a key passenger and freight railway hub in central China, serving as a major junction connecting multiple national rail lines.
  • 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: Zhengzhou Airport Economy Zone
Triple: [Zhengzhou, hosts, Zhengzhou Airport Economy Zone]
Generated description
Zhengzhou Airport Economy Zone is a major national-level economic and industrial hub in central China built around Zhengzhou Xinzheng International Airport, focusing on aviation logistics, high-end manufacturing, and modern services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zhengzhou Airport Economy Zone
Target entity description: Zhengzhou Airport Economy Zone is a major national-level economic and industrial hub in central China built around Zhengzhou Xinzheng International Airport, focusing on aviation logistics, high-end manufacturing, and modern services.
  • A. Zhengzhou Xinzheng International Airport
    Zhengzhou Xinzheng International Airport is a major international aviation hub in central China serving the city of Zhengzhou and the wider Henan Province.
  • B. Zhengzhou
    Zhengzhou is a major city in central China that serves as the capital of Henan Province and an important national transportation and industrial hub.
  • C. Guangyang District
    Guangyang District is an urban district of Langfang City in Hebei Province, China, located in the Beijing–Tianjin corridor and known for its role in regional transportation and commerce.
  • D. Zizhu National High-Tech Industrial Development Zone
    Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
  • E. Zhengzhou railway station
    Zhengzhou railway station is a key passenger and freight railway hub in central China, serving as a major junction connecting multiple national rail lines.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02409e70081909e47f2bd4a50fa12 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07ddd0f248190a796055212284542 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08a536ecc8190a4a0391e28076d44 completed March 23, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_69c08ad660688190b5d3563ac2a9d0d9 completed March 23, 2026, 12:35 a.m.
Created at: March 22, 2026, 3:45 p.m.