Triple
T17946517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenzhen Metro Line 12 |
E448715
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Shekou port area
Shekou port area is a major coastal district in Shenzhen known for its busy container port, ferry terminals, and surrounding commercial and residential developments.
|
E1298912
|
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: Shekou port area | Statement: [Shenzhen Metro Line 12, serves, Shekou port area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shekou port area Context triple: [Shenzhen Metro Line 12, serves, Shekou port area]
-
A.
Haicang Port Area
Haicang Port Area is a major deep-water terminal complex within the Port of Xiamen, serving as an important hub for international container and bulk cargo shipping in southeastern China.
-
B.
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.
-
C.
Nansha Port
Nansha Port is a major deep-water seaport in Guangzhou, China, serving as a key container and logistics hub in the Pearl River Delta region.
-
D.
Dongjiang Port Area
Dongjiang Port Area is a major logistics and shipping hub within the Port of Tianjin, serving as a key gateway for international trade in northern China.
-
E.
Beihai Port
Beihai Port is a major seaport on the southern coast of China that serves as an important maritime gateway for trade in the Beibu Gulf region.
- 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: Shekou port area Triple: [Shenzhen Metro Line 12, serves, Shekou port area]
Generated description
Shekou port area is a major coastal district in Shenzhen known for its busy container port, ferry terminals, and surrounding commercial and residential developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shekou port area Target entity description: Shekou port area is a major coastal district in Shenzhen known for its busy container port, ferry terminals, and surrounding commercial and residential developments.
-
A.
Haicang Port Area
Haicang Port Area is a major deep-water terminal complex within the Port of Xiamen, serving as an important hub for international container and bulk cargo shipping in southeastern China.
-
B.
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.
-
C.
Nansha Port
Nansha Port is a major deep-water seaport in Guangzhou, China, serving as a key container and logistics hub in the Pearl River Delta region.
-
D.
Dongjiang Port Area
Dongjiang Port Area is a major logistics and shipping hub within the Port of Tianjin, serving as a key gateway for international trade in northern China.
-
E.
Beihai Port
Beihai Port is a major seaport on the southern coast of China that serves as an important maritime gateway for trade in the Beibu Gulf region.
- 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_69d8b9f8cca8819099836916c56b7c95 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4ad99df408190a8a4e3d21c03fe71 |
completed | April 19, 2026, 10:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0330099eb48190ae81eeceed035c48 |
completed | May 12, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a03310fd4608190b8c23df661ddc2ad |
completed | May 12, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03330f373c81908bb2418dfbeec74f |
completed | May 12, 2026, 2:02 p.m. |
Created at: April 10, 2026, 10:21 a.m.