Triple
T10058940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dongguan |
E208932
|
entity |
| Predicate | playsRoleIn |
P268
|
FINISHED |
| Object | Pearl River Delta manufacturing network |
E34213
|
NE FINISHED |
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: Pearl River Delta manufacturing network | Statement: [Dongguan, playsRoleIn, Pearl River Delta manufacturing network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pearl River Delta manufacturing network Context triple: [Dongguan, playsRoleIn, Pearl River Delta manufacturing network]
-
A.
Wenzhou model
The Wenzhou model is a distinctive Chinese development approach characterized by grassroots entrepreneurship, family-run private businesses, and market-driven growth with limited direct state intervention.
-
B.
The Special Economic Zone City
The Special Economic Zone City is a nickname for Olongapo, a Philippine city known for its transformation into a major economic and commercial hub centered around the Subic Bay Freeport Zone.
-
C.
Shenzhen Special Economic Zone
Shenzhen Special Economic Zone is a pioneering economic reform area in southern China known for its rapid industrialization, foreign investment, and transformation from a small town into a major global metropolis.
-
D.
Pearl River Delta
chosen
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.
-
E.
Nanshan technology and industrial zones
Nanshan technology and industrial zones are major high-tech and industrial clusters in Shenzhen’s Nanshan District, known for concentrating leading technology companies, research institutions, and innovation-driven industries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca836094408190a36a1ea7e9a86fcd |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcfb0f17c8190a8c0cfb02863537d |
completed | April 2, 2026, 2:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a5d4b308190b5b1ece1ca99be86 |
completed | April 5, 2026, 5:22 p.m. |
Created at: March 30, 2026, 8:57 p.m.