Triple
T7968042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guangzhou Baiyun International Airport |
E185253
|
entity |
| Predicate | isMajorAirTransportHubFor |
P75084
|
FINISHED |
| Object | Southern China |
E39183
|
NE FINISHED |
How this triple was built (3 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: Southern China | Statement: [Guangzhou Baiyun International Airport, isMajorAirTransportHubFor, Southern China]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern China Context triple: [Guangzhou Baiyun International Airport, isMajorAirTransportHubFor, Southern China]
-
A.
southern China
chosen
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.
-
B.
Southwest China
Southwest China is a broad geographic and cultural region of China known for its mountainous terrain, ethnic diversity, and major provinces such as Sichuan, Yunnan, Guizhou, and the Tibet Autonomous Region.
-
C.
Central China
Central China is a broad geographic region of the People’s Republic of China that includes several inland provinces and has historically been a significant political, economic, and military heartland.
-
D.
North China
North China is a historically and politically significant region of northern China that has long been a strategic center for military, economic, and cultural activity.
-
E.
Inland China
Inland China refers to the vast interior regions of the country that lie away from the eastern seaboard, encompassing provinces such as Sichuan and characterized by diverse landscapes, cultures, and economic development levels.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isMajorAirTransportHubFor Context triple: [Guangzhou Baiyun International Airport, isMajorAirTransportHubFor, Southern China]
-
A.
isMajorRegionalAirportFor
chosen
Indicates that an airport serves as a primary or significant air travel hub for a particular region.
-
B.
hasMajorCityHub
Indicates that an entity contains or is associated with a primary, high-importance city that functions as a central hub for activity, services, or connectivity.
-
C.
hasMajorAirport
Indicates that a location possesses at least one significant airport that serves as a primary hub for air travel in that area.
-
D.
hasInternationalAirport
Indicates that a place possesses an airport that handles international flights and services cross-border air traffic.
-
E.
isMajorCargoAirport
Indicates that an airport primarily handles large volumes of cargo traffic and serves as a significant freight hub.
- F. None of above.
Provenance (4 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_69ca8297699481909b75a405f01e03af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bd06ee081908c5080003fb7b8f7 |
completed | March 31, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd33cf48188190b57ac2fb1dbfa771 |
completed | April 1, 2026, 3:03 p.m. |
| PD | Predicate disambiguation | batch_69cb047a8e4c81909b79e0f0bf56440c |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:13 p.m.