Triple
T19280520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luohu District, Shenzhen |
E482174
|
entity |
| Predicate | borderCrossing |
P4105
|
FINISHED |
| Object |
Shatoujiao Port
Shatoujiao Port is a land border crossing between Shenzhen, China and Hong Kong, serving as an important gateway for passenger and goods movement in the region.
|
E1373283
|
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: Shatoujiao Port | Statement: [Luohu District, Shenzhen, borderCrossing, Shatoujiao Port]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shatoujiao Port Context triple: [Luohu District, Shenzhen, borderCrossing, Shatoujiao Port]
-
A.
Wenjindu Port
Wenjindu Port is a major land border crossing between Shenzhen, mainland China and Hong Kong, serving as an important gateway for passenger and cargo traffic.
-
B.
Xiuying Port
Xiuying Port is a major seaport and transportation hub in Haikou, Hainan, serving as a key gateway for passenger and cargo traffic between the island and mainland China.
-
C.
Cai Lan Port
Cai Lan Port is a major deep-water seaport in northern Vietnam that serves as a key maritime gateway for Quang Ninh Province and the surrounding region.
-
D.
Tieshangang Port
Tieshangang Port is a coastal seaport in southern China that serves as a key maritime gateway for industrial and commercial shipping in the Tieshangang District.
-
E.
Changyi Port
Changyi Port is a coastal seaport serving the city of Changyi in Shandong Province, China, facilitating regional maritime trade and transportation.
- 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: Shatoujiao Port Triple: [Luohu District, Shenzhen, borderCrossing, Shatoujiao Port]
Generated description
Shatoujiao Port is a land border crossing between Shenzhen, China and Hong Kong, serving as an important gateway for passenger and goods movement in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shatoujiao Port Target entity description: Shatoujiao Port is a land border crossing between Shenzhen, China and Hong Kong, serving as an important gateway for passenger and goods movement in the region.
-
A.
Wenjindu Port
Wenjindu Port is a major land border crossing between Shenzhen, mainland China and Hong Kong, serving as an important gateway for passenger and cargo traffic.
-
B.
Xiuying Port
Xiuying Port is a major seaport and transportation hub in Haikou, Hainan, serving as a key gateway for passenger and cargo traffic between the island and mainland China.
-
C.
Cai Lan Port
Cai Lan Port is a major deep-water seaport in northern Vietnam that serves as a key maritime gateway for Quang Ninh Province and the surrounding region.
-
D.
Tieshangang Port
Tieshangang Port is a coastal seaport in southern China that serves as a key maritime gateway for industrial and commercial shipping in the Tieshangang District.
-
E.
Changyi Port
Changyi Port is a coastal seaport serving the city of Changyi in Shandong Province, China, facilitating regional maritime trade and transportation.
- 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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fbfdfaf481909e0434f33053cc62 |
completed | April 20, 2026, 10:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b6fbed48190a19e8af9934dab1b |
completed | May 15, 2026, 2:19 p.m. |
| NEDg | Description generation | batch_6a072db228448190b299b24da15c3a0b |
completed | May 15, 2026, 2:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072ea5e0208190ad833ecd45f80559 |
completed | May 15, 2026, 2:33 p.m. |
Created at: April 10, 2026, 1:30 p.m.