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.