Triple
T19280518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luohu District, Shenzhen |
E482174
|
entity |
| Predicate | borderCrossing |
P4105
|
FINISHED |
| Object | Luohu Port |
—
|
NE NERFINISHED |
How this triple was built (2 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: Luohu Port | Statement: [Luohu District, Shenzhen, borderCrossing, Luohu Port]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luohu Port Context triple: [Luohu District, Shenzhen, borderCrossing, Luohu Port]
-
A.
Luohu Port
chosen
Luohu Port is a major land border crossing and transportation hub between mainland China and Hong Kong, serving as one of the busiest gateways for passengers and trade.
-
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.
Lüshun Port
Lüshun Port is a strategically important natural harbor in Dalian, Liaoning, China, historically known as Port Arthur and noted for its military and naval significance.
-
D.
Lanshan Port
Lanshan Port is a coastal cargo and container port in Rizhao, Shandong Province, China, serving as a key hub for bulk commodities and regional maritime trade.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fbfdfaf481909e0434f33053cc62 |
completed | April 20, 2026, 10:12 a.m. |
Created at: April 10, 2026, 1:30 p.m.