Triple
T18808756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CemAir |
E459947
|
entity |
| Predicate | operatesRouteWithinCountry |
P70721
|
FINISHED |
| Object | Johannesburg–Hoedspruit |
—
|
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–Hoedspruit | Statement: [CemAir, operatesRouteWithinCountry, Johannesburg–Hoedspruit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johannesburg–Hoedspruit Context triple: [CemAir, operatesRouteWithinCountry, Johannesburg–Hoedspruit]
-
A.
Johannesburg–Kimberley
Johannesburg–Kimberley is a domestic air route in South Africa connecting the major city of Johannesburg with the historic mining city of Kimberley.
-
B.
Hoedspruit
Hoedspruit is a small South African town near Kruger National Park, known as a gateway to wildlife reserves and scenic Lowveld attractions.
-
C.
Hartbeespoort
Hartbeespoort is a town and popular recreational area in North West Province, South Africa, known for its scenic setting around the Hartbeespoort Dam and views of the Magaliesberg mountains.
-
D.
Tzaneen
Tzaneen is a large agricultural town in South Africa’s Limpopo province, known for its subtropical climate and extensive fruit farming.
-
E.
Phalaborwa
Phalaborwa is a mining and tourism town in northeastern South Africa, known as a gateway to Kruger National Park and for its rich copper and phosphate deposits.
- 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–Hoedspruit Target entity description: Johannesburg–Hoedspruit is a domestic air route in South Africa linking the major city of Johannesburg with the safari gateway town of Hoedspruit near Kruger National Park.
-
A.
Johannesburg–Kimberley
Johannesburg–Kimberley is a domestic air route in South Africa connecting the major city of Johannesburg with the historic mining city of Kimberley.
-
B.
Hoedspruit
Hoedspruit is a small South African town near Kruger National Park, known as a gateway to wildlife reserves and scenic Lowveld attractions.
-
C.
Hartbeespoort
Hartbeespoort is a town and popular recreational area in North West Province, South Africa, known for its scenic setting around the Hartbeespoort Dam and views of the Magaliesberg mountains.
-
D.
Tzaneen
Tzaneen is a large agricultural town in South Africa’s Limpopo province, known for its subtropical climate and extensive fruit farming.
-
E.
Phalaborwa
Phalaborwa is a mining and tourism town in northeastern South Africa, known as a gateway to Kruger National Park and for its rich copper and phosphate deposits.
- 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.