Triple
T1896618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guangdong Province |
E37597
|
entity |
| Predicate | hasSpecialEconomicZone |
P21039
|
FINISHED |
| Object | Shantou Special Economic Zone |
E220144
|
NE FINISHED |
How this triple was built (2 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: Shantou Special Economic Zone | Statement: [Guangdong Province, hasSpecialEconomicZone, Shantou Special Economic Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shantou Special Economic Zone Context triple: [Guangdong Province, hasSpecialEconomicZone, Shantou Special Economic Zone]
-
A.
Shantou Special Economic Zone
chosen
Shantou Special Economic Zone is a coastal economic development area in Guangdong Province, China, established to attract foreign investment and promote export-oriented industrial growth.
-
B.
Zhuhai Special Economic Zone
Zhuhai Special Economic Zone is one of China’s earliest coastal open economic areas, established to attract foreign investment and promote export-oriented industrial development in the city of Zhuhai.
-
C.
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.
-
D.
Zhuhai
Zhuhai is a coastal city in Guangdong Province, China, known for its proximity to Macau, its role in the Pearl River Delta economic zone, and its reputation as a popular tourist destination.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ae1fcb534881908415237d24b4d8b9 |
completed | March 9, 2026, 1:18 a.m. |
Created at: March 4, 2026, 7:35 p.m.