Triple
T18808751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CemAir |
E459947
|
entity |
| Predicate | operatesRouteWithinCountry |
P70721
|
FINISHED |
| Object | Johannesburg–George |
—
|
NE NERFINISHED |
How this triple was built (3 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–George | Statement: [CemAir, operatesRouteWithinCountry, Johannesburg–George]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johannesburg–George Context triple: [CemAir, operatesRouteWithinCountry, Johannesburg–George]
-
A.
Arcadia, Pretoria
Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
-
B.
Shepstone
Shepstone is a surname most notably associated with Sir Theophilus Shepstone, a 19th-century British South African statesman involved in colonial administration and annexation policies.
-
C.
Illovo, Johannesburg
Illovo, Johannesburg is an upmarket suburb in northern Johannesburg, South Africa, known for its mix of residential, commercial, and leisure spaces, including prominent sports and entertainment venues.
-
D.
Johannesburg, South Africa
Johannesburg, South Africa is the country’s largest city and economic hub, known for its role in the gold mining industry and as a major urban center in Gauteng province.
-
E.
Grahamstown
Grahamstown is a historic university town in South Africa, renowned for its colonial-era architecture and the annual National Arts Festival.
- 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–George Target entity description: Johannesburg–George is a domestic air route in South Africa connecting the major city of Johannesburg with the coastal town of George.
-
A.
Arcadia, Pretoria
Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
-
B.
Shepstone
Shepstone is a surname most notably associated with Sir Theophilus Shepstone, a 19th-century British South African statesman involved in colonial administration and annexation policies.
-
C.
Illovo, Johannesburg
Illovo, Johannesburg is an upmarket suburb in northern Johannesburg, South Africa, known for its mix of residential, commercial, and leisure spaces, including prominent sports and entertainment venues.
-
D.
Johannesburg, South Africa
Johannesburg, South Africa is the country’s largest city and economic hub, known for its role in the gold mining industry and as a major urban center in Gauteng province.
-
E.
Grahamstown
Grahamstown is a historic university town in South Africa, renowned for its colonial-era architecture and the annual National Arts Festival.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 11:53 a.m.