Triple
T18181998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qinzhou |
E435308
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object | Qinzhou Port Economic and Technological Development Zone |
—
|
NE NERFINISHED |
How this triple was built (3 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: Qinzhou Port Economic and Technological Development Zone | Statement: [Qinzhou, hasIndustrialZone, Qinzhou Port Economic and Technological Development Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qinzhou Port Economic and Technological Development Zone Context triple: [Qinzhou, hasIndustrialZone, Qinzhou Port Economic and Technological Development Zone]
-
A.
Qinzhou Port
Qinzhou Port is a major seaport and logistics hub on the Beibu Gulf in southern China, serving as a key gateway for trade between western China and Southeast Asia.
-
B.
Wanshan Port Area
Wanshan Port Area is a component of the Port of Zhuhai in Guangdong, China, serving maritime transport and logistics needs in the Wanshan archipelago region.
-
C.
Beibu Gulf Port Cluster
The Beibu Gulf Port Cluster is a major group of interconnected seaports in China’s Guangxi region that serves as a key maritime gateway for trade between western China and Southeast Asia.
-
D.
Dongjiakou Port Area
Dongjiakou Port Area is a major deep-water port complex near Qingdao, China, serving as a key hub for bulk cargo, oil, and ore transportation in the Bohai Rim region.
-
E.
Qinzhou
Qinzhou is a coastal prefecture-level city in southern China known for its port, maritime industries, and location along the Gulf of Tonkin in the Guangxi Zhuang Autonomous Region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qinzhou Port Economic and Technological Development Zone Target entity description: Qinzhou Port Economic and Technological Development Zone is a major coastal industrial and logistics hub in Guangxi, China, focused on port-related manufacturing, trade, and export-oriented economic development.
-
A.
Qinzhou Port
Qinzhou Port is a major seaport and logistics hub on the Beibu Gulf in southern China, serving as a key gateway for trade between western China and Southeast Asia.
-
B.
Wanshan Port Area
Wanshan Port Area is a component of the Port of Zhuhai in Guangdong, China, serving maritime transport and logistics needs in the Wanshan archipelago region.
-
C.
Beibu Gulf Port Cluster
The Beibu Gulf Port Cluster is a major group of interconnected seaports in China’s Guangxi region that serves as a key maritime gateway for trade between western China and Southeast Asia.
-
D.
Dongjiakou Port Area
Dongjiakou Port Area is a major deep-water port complex near Qingdao, China, serving as a key hub for bulk cargo, oil, and ore transportation in the Bohai Rim region.
-
E.
Qinzhou
Qinzhou is a coastal prefecture-level city in southern China known for its port, maritime industries, and location along the Gulf of Tonkin in the Guangxi Zhuang Autonomous Region.
- F. None of above. chosen
Provenance (2 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffb3bc88190a627be9c444d5c7d |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.