Triple
T11258138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JNB |
E266492
|
entity |
| Predicate | isHubFor |
P423
|
FINISHED |
| Object |
Kulula.com
Kulula.com is a South African low-cost airline known for its humorous branding and domestic flights, primarily operating within South Africa.
|
E914673
|
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: Kulula.com | Statement: [JNB, isHubFor, Kulula.com]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulula.com Context triple: [JNB, isHubFor, Kulula.com]
-
A.
Airkenya Express
Airkenya Express is a Kenyan regional airline that operates scheduled and charter flights, particularly serving safari and tourist destinations across East Africa.
-
B.
FlySafair
FlySafair is a South African low-cost airline known for operating domestic routes with a focus on affordability and reliability.
-
C.
SalamAir
SalamAir is a low-cost Omani airline based in Muscat that operates regional and international flights across the Middle East, Asia, and beyond.
-
D.
Jetairfly
Jetairfly was the former brand name of TUI fly Belgium, a Belgian leisure airline operating charter and scheduled flights to holiday destinations across Europe and beyond.
-
E.
Okay Airways
Okay Airways is a Chinese airline headquartered in Beijing that operates domestic and regional flights, known as China's first private-sector airline.
- 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: Kulula.com Triple: [JNB, isHubFor, Kulula.com]
Generated description
Kulula.com is a South African low-cost airline known for its humorous branding and domestic flights, primarily operating within South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kulula.com Target entity description: Kulula.com is a South African low-cost airline known for its humorous branding and domestic flights, primarily operating within South Africa.
-
A.
Airkenya Express
Airkenya Express is a Kenyan regional airline that operates scheduled and charter flights, particularly serving safari and tourist destinations across East Africa.
-
B.
FlySafair
FlySafair is a South African low-cost airline known for operating domestic routes with a focus on affordability and reliability.
-
C.
SalamAir
SalamAir is a low-cost Omani airline based in Muscat that operates regional and international flights across the Middle East, Asia, and beyond.
-
D.
Jetairfly
Jetairfly was the former brand name of TUI fly Belgium, a Belgian leisure airline operating charter and scheduled flights to holiday destinations across Europe and beyond.
-
E.
Okay Airways
Okay Airways is a Chinese airline headquartered in Beijing that operates domestic and regional flights, known as China's first private-sector airline.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e935b85c819085e1abf2dd4099c5 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ccada158819080e49833e09f84a0 |
completed | April 19, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.