Triple
T7490748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chiang Mai International Airport |
E176997
|
entity |
| Predicate | primaryAirGatewayFor |
P54704
|
FINISHED |
| Object | Chiang Mai metropolitan area |
E33411
|
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: Chiang Mai metropolitan area | Statement: [Chiang Mai International Airport, primaryAirGatewayFor, Chiang Mai metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chiang Mai metropolitan area Context triple: [Chiang Mai International Airport, primaryAirGatewayFor, Chiang Mai metropolitan area]
-
A.
Chiang Mai Province
Chiang Mai Province is a mountainous region in northern Thailand known for its historic temples, rich Lanna culture, and popular tourism centered around the city of Chiang Mai.
-
B.
Chiang Mai
chosen
Chiang Mai is a historic city in northern Thailand known for its ancient temples, vibrant night markets, and surrounding mountainous landscapes.
-
C.
Chiang Rai
Chiang Rai is a culturally rich city in far northern Thailand, known for its temples, hill-tribe communities, and role as a gateway to the Golden Triangle region.
-
D.
Bangkok Metropolitan Region
The Bangkok Metropolitan Region is Thailand’s largest urban agglomeration, centered on the capital city of Bangkok and encompassing its surrounding provinces as a major political, economic, and cultural hub.
-
E.
Mae Hong Son Province
Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
- 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: primaryAirGatewayFor Context triple: [Chiang Mai International Airport, primaryAirGatewayFor, Chiang Mai metropolitan area]
-
A.
primaryTerminalFor
Indicates that one entity serves as the main or principal terminal associated with another entity.
-
B.
primaryHubFor
Indicates that one entity serves as the main central hub or core point of coordination for another entity or set of entities.
-
C.
primaryAgency
Indicates that one entity serves as the main responsible agent or acting party in relation to another entity or event.
-
D.
primaryPortalOfEntry
Indicates the main route or location through which something (such as a substance, pathogen, or agent) first enters a host or system.
-
E.
primaryAccessPoint
chosen
Indicates that one entity serves as the main or principal point through which another entity is accessed or entered.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f81b431481908214b69c6c8d83bc |
completed | March 27, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a204ffc0819096f632f225d290dd |
completed | March 29, 2026, 3:52 a.m. |
| PD | Predicate disambiguation | batch_69c6f4d266d88190982cf5d2ee2e9564 |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:43 p.m.