Triple
T8222814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atteridgeville |
E192103
|
entity |
| Predicate | hasAreaCodeType |
P14650
|
FINISHED |
| Object |
South African telephone numbering plan
The South African telephone numbering plan is the national system that defines how phone numbers are structured, assigned, and dialed across South Africa’s regions and services.
|
E719233
|
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: South African telephone numbering plan | Statement: [Atteridgeville, hasAreaCodeType, South African telephone numbering plan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African telephone numbering plan Context triple: [Atteridgeville, hasAreaCodeType, South African telephone numbering plan]
-
A.
ISO 3166-2:ZA
ISO 3166-2:ZA is the section of the ISO 3166-2 standard that defines subdivision codes for the provinces of South Africa.
-
B.
Southern African rail network
The Southern African rail network is a regional system of interconnected railway lines linking multiple countries in Southern Africa to support trade, passenger transport, and economic integration.
-
C.
The Call of South Africa
The Call of South Africa is the English version of "Die Stem van Suid-Afrika," the former national anthem of South Africa that celebrated the country’s landscape, heritage, and Afrikaner nationalism.
-
D.
Johannesburg–Swaziland line
The Johannesburg–Swaziland line is a railway route in southern Africa that connects Johannesburg in South Africa with Eswatini (formerly Swaziland), serving as an important corridor for regional transport and trade.
-
E.
Pan South African Language Board
The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
- 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: South African telephone numbering plan Triple: [Atteridgeville, hasAreaCodeType, South African telephone numbering plan]
Generated description
The South African telephone numbering plan is the national system that defines how phone numbers are structured, assigned, and dialed across South Africa’s regions and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South African telephone numbering plan Target entity description: The South African telephone numbering plan is the national system that defines how phone numbers are structured, assigned, and dialed across South Africa’s regions and services.
-
A.
ISO 3166-2:ZA
ISO 3166-2:ZA is the section of the ISO 3166-2 standard that defines subdivision codes for the provinces of South Africa.
-
B.
Southern African rail network
The Southern African rail network is a regional system of interconnected railway lines linking multiple countries in Southern Africa to support trade, passenger transport, and economic integration.
-
C.
The Call of South Africa
The Call of South Africa is the English version of "Die Stem van Suid-Afrika," the former national anthem of South Africa that celebrated the country’s landscape, heritage, and Afrikaner nationalism.
-
D.
Johannesburg–Swaziland line
The Johannesburg–Swaziland line is a railway route in southern Africa that connects Johannesburg in South Africa with Eswatini (formerly Swaziland), serving as an important corridor for regional transport and trade.
-
E.
Pan South African Language Board
The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
- 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_69ca82c9a8ac81908b011c38698456e4 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb77cae2948190ae4507b75b5d5784 |
completed | March 31, 2026, 7:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccee09ac548190a9988ff77d43e77e |
completed | April 1, 2026, 10:06 a.m. |
| NEDg | Description generation | batch_69ccf1bc720081908c4eabf58336318a |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05eaba1c81908510a20b1ca93821 |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:45 p.m.