Triple
T6893887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KE |
E159119
|
entity |
| Predicate | airlinePredecessor |
P30178
|
FINISHED |
| Object |
Korean National Airlines
Korean National Airlines was South Korea’s first commercial flag carrier, operating international and domestic flights in the mid-20th century before being succeeded by modern Korean airlines.
|
E635028
|
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: Korean National Airlines | Statement: [KE, airlinePredecessor, Korean National Airlines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Korean National Airlines Context triple: [KE, airlinePredecessor, Korean National Airlines]
-
A.
Korean Air
Korean Air is South Korea’s largest airline and flag carrier, operating extensive international and domestic passenger and cargo services worldwide.
-
B.
Asiana Airlines
Asiana Airlines is a major South Korean international airline based in Seoul, operating an extensive network of passenger and cargo services across Asia, Europe, North America, and Oceania.
-
C.
Jeju Air
Jeju Air is a South Korean low-cost airline that operates extensive domestic and international routes, particularly serving leisure and regional markets in East Asia.
-
D.
Jin Air
Jin Air is a South Korean low-cost airline that operates domestic and international passenger flights.
-
E.
Asia Pacific Airlines
Asia Pacific Airlines is a cargo and charter airline based in Guam that primarily serves destinations across Micronesia and the Western Pacific region.
- 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: Korean National Airlines Triple: [KE, airlinePredecessor, Korean National Airlines]
Generated description
Korean National Airlines was South Korea’s first commercial flag carrier, operating international and domestic flights in the mid-20th century before being succeeded by modern Korean airlines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Korean National Airlines Target entity description: Korean National Airlines was South Korea’s first commercial flag carrier, operating international and domestic flights in the mid-20th century before being succeeded by modern Korean airlines.
-
A.
Korean Air
Korean Air is South Korea’s largest airline and flag carrier, operating extensive international and domestic passenger and cargo services worldwide.
-
B.
Asiana Airlines
Asiana Airlines is a major South Korean international airline based in Seoul, operating an extensive network of passenger and cargo services across Asia, Europe, North America, and Oceania.
-
C.
Jeju Air
Jeju Air is a South Korean low-cost airline that operates extensive domestic and international routes, particularly serving leisure and regional markets in East Asia.
-
D.
Jin Air
Jin Air is a South Korean low-cost airline that operates domestic and international passenger flights.
-
E.
Asia Pacific Airlines
Asia Pacific Airlines is a cargo and charter airline based in Guam that primarily serves destinations across Micronesia and the Western Pacific region.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: airlinePredecessor Context triple: [KE, airlinePredecessor, Korean National Airlines]
-
A.
successorAirline
Indicates that one airline has taken over, replaced, or continued the operations of another airline as its successor.
-
B.
airlineParentCompany
Indicates that one company is the parent or owning company of an airline.
-
C.
airlineFoundedAs
chosen
Indicates that one airline was originally established or created under a particular initial name, structure, or predecessor airline.
-
D.
formerIATAcode
Indicates that an entity previously held a specific IATA code, which is no longer its current assigned code.
-
E.
airlineAssociatedBrand
Indicates that a brand is commercially or operationally associated with a particular airline, such as through co-branding, partnership, or subsidiary relationships.
- 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_69c6883568c8819081db6407e892cccc |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d931da24819096b9b205f2c0ebb0 |
completed | March 27, 2026, 7:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c769f2269c8190a476287a8ad4bec9 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76a9bd2c88190a6f3a2a522ac8932 |
completed | March 28, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76aefadf08190bc20b34991af9461 |
completed | March 28, 2026, 5:45 a.m. |
| PD | Predicate disambiguation | batch_69c6d7b7681481909ec50509b19fcf81 |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:24 p.m.