Triple

T20529830
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong (New Territories) via Sha Tau Kok area E504038 entity
Predicate partOf P40 FINISHED
Object Hong Kong–Shenzhen cross-boundary region
The Hong Kong–Shenzhen cross-boundary region is a major transborder urban and economic zone linking Hong Kong’s northern districts with the rapidly developing city of Shenzhen in mainland China.
E1440425 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: Hong Kong–Shenzhen cross-boundary region | Statement: [Hong Kong (New Territories) via Sha Tau Kok area, partOf, Hong Kong–Shenzhen cross-boundary region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hong Kong–Shenzhen cross-boundary region
Context triple: [Hong Kong (New Territories) via Sha Tau Kok area, partOf, Hong Kong–Shenzhen cross-boundary region]
  • A. Pearl River Delta
    The Pearl River Delta is a highly urbanized and economically vital megaregion in southern China, encompassing major cities such as Guangzhou, Shenzhen, and Hong Kong.
  • B. 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.
  • C. Cửu Long region
    The Cửu Long region, also known as the Mekong Delta, is a fertile, riverine area in southern Vietnam famed for its dense network of waterways, rice paddies, and rich agricultural production.
  • D. 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.
  • E. Guangzhou metropolitan area
    The Guangzhou metropolitan area is a major urban and economic hub in southern China centered on the city of Guangzhou and integrated into the broader Pearl River Delta megaregion.
  • 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: Hong Kong–Shenzhen cross-boundary region
Triple: [Hong Kong (New Territories) via Sha Tau Kok area, partOf, Hong Kong–Shenzhen cross-boundary region]
Generated description
The Hong Kong–Shenzhen cross-boundary region is a major transborder urban and economic zone linking Hong Kong’s northern districts with the rapidly developing city of Shenzhen in mainland China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hong Kong–Shenzhen cross-boundary region
Target entity description: The Hong Kong–Shenzhen cross-boundary region is a major transborder urban and economic zone linking Hong Kong’s northern districts with the rapidly developing city of Shenzhen in mainland China.
  • A. Pearl River Delta
    The Pearl River Delta is a highly urbanized and economically vital megaregion in southern China, encompassing major cities such as Guangzhou, Shenzhen, and Hong Kong.
  • B. 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.
  • C. Cửu Long region
    The Cửu Long region, also known as the Mekong Delta, is a fertile, riverine area in southern Vietnam famed for its dense network of waterways, rice paddies, and rich agricultural production.
  • D. 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.
  • E. Guangzhou metropolitan area
    The Guangzhou metropolitan area is a major urban and economic hub in southern China centered on the city of Guangzhou and integrated into the broader Pearl River Delta megaregion.
  • 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_69e0b4b3a6e08190ae663701f50fab8e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a069edf88190835a9c392c990c55 completed April 20, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3d9fe848190a74195d1172e953d completed May 16, 2026, 6:13 p.m.
NEDg Description generation batch_6a08b7f49ef08190add0d978c115f97f completed May 16, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_6a08b858ec8881908a5c58c03b51bada completed May 16, 2026, 6:32 p.m.
Created at: April 16, 2026, 11:37 a.m.