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.