Triple
T4686281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | King Shaka International Airport |
E103927
|
entity |
| Predicate | hubFor |
P423
|
FINISHED |
| Object |
FlySafair
FlySafair is a South African low-cost airline known for operating domestic routes with a focus on affordability and reliability.
|
E459946
|
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: FlySafair | Statement: [King Shaka International Airport, hubFor, FlySafair]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FlySafair Context triple: [King Shaka International Airport, hubFor, FlySafair]
-
A.
flydubai
flydubai is a Dubai-based low-cost airline operating an extensive network of regional and international routes, primarily across the Middle East, Asia, Africa, and Europe.
-
B.
SunExpress
SunExpress is a Turkish-German leisure airline that primarily operates holiday and charter flights, especially to and from Turkey and popular European destinations.
-
C.
Batik Air
Batik Air is an Indonesian full-service airline operating domestic and regional flights as part of the Lion Air Group.
-
D.
SalamAir
SalamAir is a low-cost Omani airline based in Muscat that operates regional and international flights across the Middle East, Asia, and beyond.
-
E.
KrisFlyer
KrisFlyer is the loyalty program of Singapore Airlines, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards across the airline and its partners.
- 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: FlySafair Triple: [King Shaka International Airport, hubFor, FlySafair]
Generated description
FlySafair is a South African low-cost airline known for operating domestic routes with a focus on affordability and reliability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FlySafair Target entity description: FlySafair is a South African low-cost airline known for operating domestic routes with a focus on affordability and reliability.
-
A.
flydubai
flydubai is a Dubai-based low-cost airline operating an extensive network of regional and international routes, primarily across the Middle East, Asia, Africa, and Europe.
-
B.
SunExpress
SunExpress is a Turkish-German leisure airline that primarily operates holiday and charter flights, especially to and from Turkey and popular European destinations.
-
C.
Batik Air
Batik Air is an Indonesian full-service airline operating domestic and regional flights as part of the Lion Air Group.
-
D.
SalamAir
SalamAir is a low-cost Omani airline based in Muscat that operates regional and international flights across the Middle East, Asia, and beyond.
-
E.
KrisFlyer
KrisFlyer is the loyalty program of Singapore Airlines, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards across the airline and its partners.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6383c83881908a978e471fe422a2 |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03b3b0208190bb307cdd53f44306 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be0440e7c881908743b7af9b2fa347 |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be04e21df88190b98ed7b3e27b818c |
completed | March 21, 2026, 2:39 a.m. |
Created at: March 20, 2026, 1:16 p.m.