Triple

T19062288
Position Surface form Disambiguated ID Type / Status
Subject Shenzhen urban core E466562 entity
Predicate containsArea P11790 FINISHED
Object Shenzhen CBD
Shenzhen CBD is the city’s primary central business district, known for its dense cluster of skyscrapers, financial institutions, and major commercial and retail centers.
E466562 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: Shenzhen CBD | Statement: [Shenzhen urban core, containsArea, Shenzhen CBD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shenzhen CBD
Context triple: [Shenzhen urban core, containsArea, Shenzhen CBD]
  • A. Shenzhen urban core
    Shenzhen urban core is the densely developed central area of Shenzhen, China, encompassing its main commercial, technological, and administrative districts.
  • B. Window of the World (Shenzhen)
    Window of the World (Shenzhen) is a large theme park in Shenzhen, China, featuring miniature replicas of famous landmarks and cultural sites from around the globe.
  • C. Shenzhen metropolitan area
    The Shenzhen metropolitan area is a major Chinese megacity region in Guangdong Province, centered on the tech-driven city of Shenzhen and known for its rapid urbanization, manufacturing base, and role as a leading innovation and economic hub in the Pearl River Delta.
  • D. 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.
  • E. Shenzhen, China
    Shenzhen, China is a major southern Chinese metropolis known for its rapid transformation into a global technology and manufacturing hub bordering 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: Shenzhen CBD
Triple: [Shenzhen urban core, containsArea, Shenzhen CBD]
Generated description
Shenzhen CBD is the city’s primary central business district, known for its dense cluster of skyscrapers, financial institutions, and major commercial and retail centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shenzhen CBD
Target entity description: Shenzhen CBD is the city’s primary central business district, known for its dense cluster of skyscrapers, financial institutions, and major commercial and retail centers.
  • A. Shenzhen urban core chosen
    Shenzhen urban core is the densely developed central area of Shenzhen, China, encompassing its main commercial, technological, and administrative districts.
  • B. Window of the World (Shenzhen)
    Window of the World (Shenzhen) is a large theme park in Shenzhen, China, featuring miniature replicas of famous landmarks and cultural sites from around the globe.
  • C. Shenzhen metropolitan area
    The Shenzhen metropolitan area is a major Chinese megacity region in Guangdong Province, centered on the tech-driven city of Shenzhen and known for its rapid urbanization, manufacturing base, and role as a leading innovation and economic hub in the Pearl River Delta.
  • D. 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.
  • E. Shenzhen, China
    Shenzhen, China is a major southern Chinese metropolis known for its rapid transformation into a global technology and manufacturing hub bordering 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e195ac048190a57b57e585d022d4 completed April 20, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c55dec9881908d56c270e538463d completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c66f7efc8190859bf4ca53012d1d completed May 14, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_6a05c6f11fd88190be6fd8c235e3d269 completed May 14, 2026, 12:58 p.m.
Created at: April 10, 2026, 12:03 p.m.