Triple
T18181976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qinzhou |
E435308
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Beibu Gulf urban agglomeration |
—
|
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: Beibu Gulf urban agglomeration | Statement: [Qinzhou, partOf, Beibu Gulf urban agglomeration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beibu Gulf urban agglomeration Context triple: [Qinzhou, partOf, Beibu Gulf urban agglomeration]
-
A.
Pearl River Delta
The Pearl River Delta is a highly urbanized and economically vital megaregion in southern China, encompassing major cities such as Guangzhou, Shenzhen, and Hong Kong.
-
B.
Beibu Wan
Beibu Wan is the Chinese name for the Gulf of Tonkin, a large body of water in the South China Sea bordered by China and Vietnam.
-
C.
Beibu Gulf Port Cluster
chosen
The Beibu Gulf Port Cluster is a major group of interconnected seaports in China’s Guangxi region that serves as a key maritime gateway for trade between western China and Southeast Asia.
-
D.
Huaihai Economic Zone
The Huaihai Economic Zone is a regional economic cooperation area in eastern China that promotes integrated development and industrial collaboration among several cities across Jiangsu, Shandong, Anhui, and Henan provinces.
-
E.
Bohai Economic Rim
The Bohai Economic Rim is a major economic region in northeastern China centered around the Bohai Sea, encompassing key coastal and inland cities that drive industrial, logistical, and port-related development.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffb3bc88190a627be9c444d5c7d |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.