Triple
T15499654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaoguan |
E378915
|
entity |
| Predicate | isTransportHubOf |
P2413
|
FINISHED |
| Object | northern Guangdong |
E1160114
|
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: [Shaoguan, isTransportHubOf, northern Guangdong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Guangdong Context triple: [Shaoguan, isTransportHubOf, northern Guangdong]
-
A.
northern Guangdong
chosen
Northern Guangdong is a mountainous region in northern Guangdong Province, China, known for its karst landscapes, river valleys, and historical transport routes linking Guangdong with neighboring provinces.
-
B.
western Guangdong
Western Guangdong is a coastal region in southern China known for its mix of industrial cities, agricultural areas, and transportation links connecting it to major hubs like Guangzhou and Guangxi.
-
C.
eastern Guangdong
Eastern Guangdong is a coastal region in southeastern China known for its Teochew (Chaozhou) culture, cuisine, and historic trading cities.
-
D.
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.
-
E.
Guangdong Province
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.
- 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03fcb4e8c81908e4ab463e3ae252b |
completed | April 16, 2026, 1:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d4a9bf88190b7c6b4874abe165f |
completed | May 9, 2026, 1:57 p.m. |
Created at: April 10, 2026, 3:54 a.m.