Triple

T8516980
Position Surface form Disambiguated ID Type / Status
Subject Bamboo Airways E201595 entity
Predicate notableInternationalRoute P47625 FINISHED
Object Hanoi–Seoul
Hanoi–Seoul is a major international air route connecting Vietnam’s capital with South Korea’s capital, serving as a key corridor for business and tourism between the two countries.
E738933 NE FINISHED

How this triple was built (5 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: Hanoi–Seoul | Statement: [Bamboo Airways, notableInternationalRoute, Hanoi–Seoul]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanoi–Seoul
Context triple: [Bamboo Airways, notableInternationalRoute, Hanoi–Seoul]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Seoul–Singapore
    Seoul–Singapore is an international air route connecting the capital of South Korea with the city-state of Singapore, serving as a major link between Northeast and Southeast Asia.
  • E. Seoul–Busan
    Seoul–Busan refers to the major intercity corridor in South Korea connecting the capital Seoul with the southeastern port city of Busan, one of the country’s busiest and most important travel routes.
  • 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: Hanoi–Seoul
Triple: [Bamboo Airways, notableInternationalRoute, Hanoi–Seoul]
Generated description
Hanoi–Seoul is a major international air route connecting Vietnam’s capital with South Korea’s capital, serving as a key corridor for business and tourism between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hanoi–Seoul
Target entity description: Hanoi–Seoul is a major international air route connecting Vietnam’s capital with South Korea’s capital, serving as a key corridor for business and tourism between the two countries.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Seoul–Singapore
    Seoul–Singapore is an international air route connecting the capital of South Korea with the city-state of Singapore, serving as a major link between Northeast and Southeast Asia.
  • E. Seoul–Busan
    Seoul–Busan refers to the major intercity corridor in South Korea connecting the capital Seoul with the southeastern port city of Busan, one of the country’s busiest and most important travel routes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableInternationalRoute
Context triple: [Bamboo Airways, notableInternationalRoute, Hanoi–Seoul]
  • A. majorInternationalRoutesTo
    Indicates that there are significant, globally important transportation routes (such as air, sea, or land corridors) connecting one location to another.
  • B. notableRouteType
    Indicates that a route is particularly significant or well-known for a specific type or category (e.g., scenic, historic, commercial).
  • C. notableRouteFeature
    Indicates that a route is associated with a distinctive or significant feature, such as a landmark, characteristic terrain, or other notable aspect along its path.
  • D. onInternationalRoute chosen
    Indicates that something (such as a service, vehicle, or connection) operates on or is part of a route that crosses international borders.
  • E. hasMajorCityOnRoute
    Indicates that a major city lies along, or is directly served by, a specified route or path between locations.
  • F. None of above.

Provenance (6 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe62550908190af882019d68a904a completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e65419481909e787066fd069565 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
PD Predicate disambiguation batch_69cbd10cfd208190a519049fad32c508 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:15 p.m.