Triple

T9255443
Position Surface form Disambiguated ID Type / Status
Subject Guangzhou Nansha New Area E222428 entity
Predicate partOfPlan P29774 FINISHED
Object Guangdong-Hong Kong-Macao cooperation strategy
The Guangdong-Hong Kong-Macao cooperation strategy is a regional development framework aimed at deepening economic integration, infrastructure connectivity, and policy coordination among Guangdong Province, Hong Kong, and Macao within the Greater Bay Area.
E789006 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: Guangdong-Hong Kong-Macao cooperation strategy | Statement: [Guangzhou Nansha New Area, partOfPlan, Guangdong-Hong Kong-Macao cooperation strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guangdong-Hong Kong-Macao cooperation strategy
Context triple: [Guangzhou Nansha New Area, partOfPlan, Guangdong-Hong Kong-Macao cooperation strategy]
  • A. Charter of the Shenzhen Special Economic Zone
    The Charter of the Shenzhen Special Economic Zone is a foundational legal document that defines the governance framework, economic policies, and special administrative powers of Shenzhen as China’s pioneering special economic zone.
  • B. 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.
  • C. Sino-Portuguese Joint Declaration
    The Sino-Portuguese Joint Declaration is the 1987 treaty between China and Portugal that set the terms for Macau’s 1999 handover and its governance under the “one country, two systems” model.
  • D. Hong Kong Joint Declaration 1984
    The Hong Kong Joint Declaration 1984 is a bilateral treaty between the United Kingdom and China that set the terms for the 1997 handover of Hong Kong and established the “one country, two systems” framework for its governance.
  • E. China (Guangdong) Pilot Free Trade Zone
    The China (Guangdong) Pilot Free Trade Zone is a key national-level free trade area in Guangdong Province designed to pioneer trade, investment, and financial liberalization and deepen economic integration with Hong Kong and Macao.
  • 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: Guangdong-Hong Kong-Macao cooperation strategy
Triple: [Guangzhou Nansha New Area, partOfPlan, Guangdong-Hong Kong-Macao cooperation strategy]
Generated description
The Guangdong-Hong Kong-Macao cooperation strategy is a regional development framework aimed at deepening economic integration, infrastructure connectivity, and policy coordination among Guangdong Province, Hong Kong, and Macao within the Greater Bay Area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guangdong-Hong Kong-Macao cooperation strategy
Target entity description: The Guangdong-Hong Kong-Macao cooperation strategy is a regional development framework aimed at deepening economic integration, infrastructure connectivity, and policy coordination among Guangdong Province, Hong Kong, and Macao within the Greater Bay Area.
  • A. Charter of the Shenzhen Special Economic Zone
    The Charter of the Shenzhen Special Economic Zone is a foundational legal document that defines the governance framework, economic policies, and special administrative powers of Shenzhen as China’s pioneering special economic zone.
  • B. 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.
  • C. Sino-Portuguese Joint Declaration
    The Sino-Portuguese Joint Declaration is the 1987 treaty between China and Portugal that set the terms for Macau’s 1999 handover and its governance under the “one country, two systems” model.
  • D. Hong Kong Joint Declaration 1984
    The Hong Kong Joint Declaration 1984 is a bilateral treaty between the United Kingdom and China that set the terms for the 1997 handover of Hong Kong and established the “one country, two systems” framework for its governance.
  • E. China (Guangdong) Pilot Free Trade Zone
    The China (Guangdong) Pilot Free Trade Zone is a key national-level free trade area in Guangdong Province designed to pioneer trade, investment, and financial liberalization and deepen economic integration with Hong Kong and Macao.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b3c314819096632b8263288aae completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09bde36688190bf66669f585dcee7 completed April 4, 2026, 5:04 a.m.
NEDg Description generation batch_69d09d5047e8819082dbb2e44547b41c completed April 4, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69d09dec544c819095e2109d5e1671d3 completed April 4, 2026, 5:13 a.m.
Created at: March 30, 2026, 7:31 p.m.