Triple
T18808762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CemAir |
E459947
|
entity |
| Predicate | operatesRouteWithinRegion |
P70721
|
FINISHED |
| Object | Johannesburg–Gaborone |
—
|
NE NERFINISHED |
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: Johannesburg–Gaborone | Statement: [CemAir, operatesRouteWithinRegion, Johannesburg–Gaborone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johannesburg–Gaborone Context triple: [CemAir, operatesRouteWithinRegion, Johannesburg–Gaborone]
-
A.
Bulawayo
Bulawayo is Zimbabwe’s second-largest city and a major industrial, cultural, and transport hub in the southwestern part of the country.
-
B.
Durban–Maputo
Durban–Maputo is an international air route linking the South African coastal city of Durban with Mozambique’s capital, Maputo.
-
C.
Gaborone
Gaborone is the capital and largest city of Botswana, serving as its political and economic center.
-
D.
Nairobi–Johannesburg
Nairobi–Johannesburg is an international air route linking Kenya’s capital Nairobi with South Africa’s largest city Johannesburg, serving as a major corridor between East and Southern Africa.
-
E.
Durban–Johannesburg
Durban–Johannesburg is a major domestic air route in South Africa connecting the coastal city of Durban with the inland metropolis of Johannesburg.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johannesburg–Gaborone Target entity description: Johannesburg–Gaborone is an international air route linking South Africa’s largest city, Johannesburg, with Botswana’s capital, Gaborone.
-
A.
Bulawayo
Bulawayo is Zimbabwe’s second-largest city and a major industrial, cultural, and transport hub in the southwestern part of the country.
-
B.
Durban–Maputo
Durban–Maputo is an international air route linking the South African coastal city of Durban with Mozambique’s capital, Maputo.
-
C.
Gaborone
Gaborone is the capital and largest city of Botswana, serving as its political and economic center.
-
D.
Nairobi–Johannesburg
Nairobi–Johannesburg is an international air route linking Kenya’s capital Nairobi with South Africa’s largest city Johannesburg, serving as a major corridor between East and Southern Africa.
-
E.
Durban–Johannesburg
Durban–Johannesburg is a major domestic air route in South Africa connecting the coastal city of Durban with the inland metropolis of Johannesburg.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: operatesRouteWithinRegion Context triple: [CemAir, operatesRouteWithinRegion, Johannesburg–Gaborone]
-
A.
operatesToRegion
Indicates that an agent conducts operations or provides services directed toward or within a specified region.
-
B.
operatesBetweenRegion
Indicates a relationship in which an entity conducts operations or provides services that connect or span between two distinct regions.
-
C.
operatedInRegion
Indicates that an entity conducted operations or activities within a specified geographic region.
-
D.
operatedRoutes
chosen
Indicates that an agent (such as a company or organization) runs or manages specific routes, typically providing services along those paths.
-
E.
operatesWithin
Indicates that one entity carries out its activities, functions, or operations inside the scope, boundaries, or jurisdiction defined by another entity.
- F. None of above.
Provenance (3 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3d9c49c8190a9d29a25f0c977b2 |
completed | April 20, 2026, 3:56 a.m. |
| PD | Predicate disambiguation | batch_69e48d1b10ec8190985c6fb5766ff981 |
completed | April 19, 2026, 8:06 a.m. |
Created at: April 10, 2026, 11:53 a.m.