Triple
T7821946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Binhai New Area |
E181151
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Tianjin Port Free Trade Zone
Tianjin Port Free Trade Zone is a major special economic and logistics hub in Tianjin, China, offering preferential trade and investment policies to support international commerce and port-related industries.
|
E695096
|
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: Tianjin Port Free Trade Zone | Statement: [Binhai New Area, contains, Tianjin Port Free Trade Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tianjin Port Free Trade Zone Context triple: [Binhai New Area, contains, Tianjin Port Free Trade Zone]
-
A.
Shatoujiao Free Trade Zone
Shatoujiao Free Trade Zone is a designated special economic and trade area in Shenzhen, China, focused on facilitating international commerce, logistics, and export-oriented industries.
-
B.
Shanghai Free-Trade Zone
The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
-
C.
Port of Tianjin
The Port of Tianjin is one of China’s largest and busiest seaports, serving as a major maritime gateway to Beijing and the industrial north.
-
D.
Lingang Port Area
Lingang Port Area is a major coastal industrial and logistics zone within the Port of Tianjin, supporting large-scale cargo handling, warehousing, and port-related manufacturing.
-
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: Tianjin Port Free Trade Zone Triple: [Binhai New Area, contains, Tianjin Port Free Trade Zone]
Generated description
Tianjin Port Free Trade Zone is a major special economic and logistics hub in Tianjin, China, offering preferential trade and investment policies to support international commerce and port-related industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tianjin Port Free Trade Zone Target entity description: Tianjin Port Free Trade Zone is a major special economic and logistics hub in Tianjin, China, offering preferential trade and investment policies to support international commerce and port-related industries.
-
A.
Shatoujiao Free Trade Zone
Shatoujiao Free Trade Zone is a designated special economic and trade area in Shenzhen, China, focused on facilitating international commerce, logistics, and export-oriented industries.
-
B.
Shanghai Free-Trade Zone
The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
-
C.
Port of Tianjin
The Port of Tianjin is one of China’s largest and busiest seaports, serving as a major maritime gateway to Beijing and the industrial north.
-
D.
Lingang Port Area
Lingang Port Area is a major coastal industrial and logistics zone within the Port of Tianjin, supporting large-scale cargo handling, warehousing, and port-related manufacturing.
-
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_69ca828153f48190bdb27ac46f8e0745 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cafa083fe88190a77efb7cfee4bd6f |
completed | March 30, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb149bae408190a931ecbc803b0850 |
completed | March 31, 2026, 12:26 a.m. |
| NEDg | Description generation | batch_69cb1734159881909590ed51e8920387 |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a6fc16c8190827593f58b9d742d |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:41 p.m.