Triple
T2841106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sedibeng District Municipality |
E62468
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Fezile Dabi District Municipality
Fezile Dabi District Municipality is an administrative district in South Africa’s Free State province, known for its agricultural economy and towns such as Sasolburg and Kroonstad.
|
E314025
|
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: Fezile Dabi District Municipality | Statement: [Sedibeng District Municipality, borderedBy, Fezile Dabi District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fezile Dabi District Municipality Context triple: [Sedibeng District Municipality, borderedBy, Fezile Dabi District Municipality]
-
A.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
B.
Sedibeng District Municipality
Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
-
C.
Sekhukhune District Municipality
Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
-
D.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
-
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: Fezile Dabi District Municipality Triple: [Sedibeng District Municipality, borderedBy, Fezile Dabi District Municipality]
Generated description
Fezile Dabi District Municipality is an administrative district in South Africa’s Free State province, known for its agricultural economy and towns such as Sasolburg and Kroonstad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fezile Dabi District Municipality Target entity description: Fezile Dabi District Municipality is an administrative district in South Africa’s Free State province, known for its agricultural economy and towns such as Sasolburg and Kroonstad.
-
A.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
B.
Sedibeng District Municipality
Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
-
C.
Sekhukhune District Municipality
Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
-
D.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
-
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_69ab4c3d16bc81908b3a1c98fbd287fe |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf16d0c08190bb8de4a4160b4414 |
completed | March 7, 2026, 8:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc5101208190acb6e0e9af880a46 |
completed | March 11, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69b0fcd5a03881908ad2fc97624c3bbc |
completed | March 11, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fd3333288190a47f26a3941b9fe4 |
completed | March 11, 2026, 5:27 a.m. |
Created at: March 6, 2026, 10:01 p.m.