Triple
T829143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen Nanshan District |
E17924
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Shenzhen Yantian District (by sea)
Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
|
E103400
|
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: Shenzhen Yantian District (by sea) | Statement: [Shenzhen Nanshan District, borders, Shenzhen Yantian District (by sea)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Yantian District (by sea) Context triple: [Shenzhen Nanshan District, borders, Shenzhen Yantian District (by sea)]
-
A.
Shenzhen Nanshan District
Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
-
B.
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.
-
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.
Shenzhen, China
Shenzhen, China is a major southern Chinese metropolis known for its rapid transformation into a global technology and manufacturing hub bordering Hong Kong.
-
E.
Shenzhen Bay Port
Shenzhen Bay Port is a major land-border crossing and transportation hub linking Shenzhen in mainland China with Hong Kong, facilitating significant passenger and cargo movement between the two regions.
- 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: Shenzhen Yantian District (by sea) Triple: [Shenzhen Nanshan District, borders, Shenzhen Yantian District (by sea)]
Generated description
Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenzhen Yantian District (by sea) Target entity description: Shenzhen Yantian District (by sea) is a coastal district in eastern Shenzhen, China, known for its major container port and seaside urban areas facing the South China Sea.
-
A.
Shenzhen Nanshan District
Shenzhen Nanshan District is a major urban district of Shenzhen, China, known for its concentration of high-tech industries, universities, and innovation hubs such as Shenzhen High-Tech Industrial Park.
-
B.
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.
-
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.
Shenzhen, China
Shenzhen, China is a major southern Chinese metropolis known for its rapid transformation into a global technology and manufacturing hub bordering Hong Kong.
-
E.
Shenzhen Bay Port
Shenzhen Bay Port is a major land-border crossing and transportation hub linking Shenzhen in mainland China with Hong Kong, facilitating significant passenger and cargo movement between the two regions.
- 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_69a4937c9c188190aaa216f6b466f452 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ab9b458881909aa23f0eb7cbc87f |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b84547508190b82c2012f4342529 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7ba424e28819088afe533fe3f1703 |
completed | March 4, 2026, 4:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7ba9f9be481909a30ef09721f3504 |
completed | March 4, 2026, 4:52 a.m. |
Created at: March 1, 2026, 7:38 p.m.