Triple
T1896619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guangdong Province |
E37597
|
entity |
| Predicate | hasSpecialEconomicZone |
P21039
|
FINISHED |
| Object |
Guangzhou Nansha New Area
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
|
E222428
|
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: Guangzhou Nansha New Area | Statement: [Guangdong Province, hasSpecialEconomicZone, Guangzhou Nansha New Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guangzhou Nansha New Area Context triple: [Guangdong Province, hasSpecialEconomicZone, Guangzhou Nansha New Area]
-
A.
Tianhe District
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
-
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.
Dapeng New District
Dapeng New District is a coastal administrative area of Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
-
D.
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.
-
E.
Shenzhen Baoan District
Shenzhen Baoan District is a major district in western Shenzhen, China, known for its extensive industrial base, rapid urban development, and role as a key gateway to the city via Shenzhen Bao'an International Airport.
- 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: Guangzhou Nansha New Area Triple: [Guangdong Province, hasSpecialEconomicZone, Guangzhou Nansha New Area]
Generated description
Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guangzhou Nansha New Area Target entity description: Guangzhou Nansha New Area is a state-level new area and key development zone in southern Guangzhou focused on advanced manufacturing, shipping, and modern services within the Pearl River Delta.
-
A.
Tianhe District
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
-
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.
Dapeng New District
Dapeng New District is a coastal administrative area of Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
-
D.
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.
-
E.
Shenzhen Baoan District
Shenzhen Baoan District is a major district in western Shenzhen, China, known for its extensive industrial base, rapid urban development, and role as a key gateway to the city via Shenzhen Bao'an International Airport.
- 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_69a8861be7148190a680937ec451a304 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb16f416c8190a49b24523b3a7f85 |
completed | March 7, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae030e55f88190a9996d785066ea20 |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae045e13d481909a4654540077eb10 |
completed | March 8, 2026, 11:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae04acc098819084a5801d8714a14b |
completed | March 8, 2026, 11:22 p.m. |
Created at: March 4, 2026, 7:35 p.m.