Triple

T2498578
Position Surface form Disambiguated ID Type / Status
Subject Asiana Airlines E52407 entity
Predicate operatesRoute P3695 FINISHED
Object Seoul–Bangkok
Seoul–Bangkok is a major international air route connecting the capital cities of South Korea and Thailand, popular for both tourism and business travel.
 E276693 NE FINISHED

How this triple was built (4 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: Seoul–Bangkok | Statement: [Asiana Airlines, operatesRoute, Seoul–Bangkok]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seoul–Bangkok
Context triple: [Asiana Airlines, operatesRoute, Seoul–Bangkok]
  • A. Bangkok
    Bangkok is the vibrant capital and largest city of Thailand, known for its bustling street life, ornate temples, and role as a major economic and cultural hub in Southeast Asia.
  • B. Seoul–Tokyo
    Seoul–Tokyo is a major international air route connecting the capitals of South Korea and Japan, serving as a key corridor for business and tourism between the two countries.
  • C. Seoul–Hong Kong
    Seoul–Hong Kong is a major international air route linking the capital of South Korea with the key financial and commercial hub of Hong Kong.
  • D. Taipei–Seoul
    Taipei–Seoul is a major East Asian air route connecting the capital cities of Taiwan and South Korea, served by multiple international carriers.
  • E. Manila–Tokyo
    Manila–Tokyo is an international air route connecting the capital of the Philippines with the capital of Japan.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Seoul–Bangkok
Triple: [Asiana Airlines, operatesRoute, Seoul–Bangkok]
Generated description
Seoul–Bangkok is a major international air route connecting the capital cities of South Korea and Thailand, popular for both tourism and business travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seoul–Bangkok
Target entity description: Seoul–Bangkok is a major international air route connecting the capital cities of South Korea and Thailand, popular for both tourism and business travel.
  • A. Bangkok
    Bangkok is the vibrant capital and largest city of Thailand, known for its bustling street life, ornate temples, and role as a major economic and cultural hub in Southeast Asia.
  • B. Seoul–Tokyo
    Seoul–Tokyo is a major international air route connecting the capitals of South Korea and Japan, serving as a key corridor for business and tourism between the two countries.
  • C. Seoul–Hong Kong
    Seoul–Hong Kong is a major international air route linking the capital of South Korea with the key financial and commercial hub of Hong Kong.
  • D. Taipei–Seoul
    Taipei–Seoul is a major East Asian air route connecting the capital cities of Taiwan and South Korea, served by multiple international carriers.
  • E. Manila–Tokyo
    Manila–Tokyo is an international air route connecting the capital of the Philippines with the capital of Japan.
  • F. None of above. chosen

Provenance (5 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1ae9040819091b3ca5b98659e99 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5ce4dc2c8190a1327794ac1d1b15 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dd89fe48190a99b2bea591818cd completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e8583408190862ba4e13bf81cbd completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:46 p.m.