Triple
T8090491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heyuan Hakka |
E188845
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | northern Guangdong |
E37597
|
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: northern Guangdong | Statement: [Heyuan Hakka, region, northern Guangdong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Guangdong Context triple: [Heyuan Hakka, region, northern Guangdong]
-
A.
North Guang
North Guang is a subgroup of the Guang branch of the Niger-Congo language family, comprising several closely related languages spoken primarily in Ghana.
-
B.
Guangdong Province
chosen
Guangdong Province is a populous and economically vital coastal region in southern China, known for major cities like Guangzhou and Shenzhen and its role as a manufacturing and trade hub.
-
C.
southern China
Southern China is a culturally and linguistically diverse region of China, encompassing provinces such as Guangdong, Guangxi, Fujian, and Hainan, known historically as a major source of Chinese migration and a hub of maritime trade.
-
D.
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.
-
E.
Shunde District
Shunde District is a prosperous urban district in Foshan, Guangdong, China, known for its manufacturing industry, Cantonese cuisine, and cultural attractions.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb421fb8348190b6495394d498d3f4 |
completed | March 31, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc93ff6a108190ac60218ec2716c60 |
completed | April 1, 2026, 3:41 a.m. |
Created at: March 30, 2026, 5:29 p.m.