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.