Triple
T13192399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fezile Dabi District Municipality |
E314025
|
entity |
| Predicate | previousName |
P65
|
FINISHED |
| Object |
Northern Free State District Municipality
Northern Free State District Municipality was the former name of the South African local government district now known as Fezile Dabi District Municipality in the Free State province.
|
E1027346
|
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: Northern Free State District Municipality | Statement: [Fezile Dabi District Municipality, previousName, Northern Free State District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Free State District Municipality Context triple: [Fezile Dabi District Municipality, previousName, Northern Free State District Municipality]
-
A.
North West District Municipality
North West District Municipality is a local government area in South Africa’s North West Province that administers a largely rural region known for its rivers, agriculture, and cross-border links with Botswana.
-
B.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
C.
West Coast District Municipality
West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
-
D.
Frances Baard District Municipality
Frances Baard District Municipality is a local government district in South Africa’s Northern Cape Province, named after anti-apartheid activist Frances Baard and centered around the city of Kimberley.
-
E.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
- 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: Northern Free State District Municipality Triple: [Fezile Dabi District Municipality, previousName, Northern Free State District Municipality]
Generated description
Northern Free State District Municipality was the former name of the South African local government district now known as Fezile Dabi District Municipality in the Free State province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Free State District Municipality Target entity description: Northern Free State District Municipality was the former name of the South African local government district now known as Fezile Dabi District Municipality in the Free State province.
-
A.
North West District Municipality
North West District Municipality is a local government area in South Africa’s North West Province that administers a largely rural region known for its rivers, agriculture, and cross-border links with Botswana.
-
B.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
C.
West Coast District Municipality
West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
-
D.
Frances Baard District Municipality
Frances Baard District Municipality is a local government district in South Africa’s Northern Cape Province, named after anti-apartheid activist Frances Baard and centered around the city of Kimberley.
-
E.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
- 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c6158e4819082c8ad75b4dfdd90 |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5fef9e48190961d66ebcc1df11f |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f80b420c8190b5028be4fa99fb59 |
completed | May 3, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f89072a88190b3182f581b1b6762 |
completed | May 3, 2026, 7:26 a.m. |
Created at: April 9, 2026, 9:15 p.m.