Triple
T13192397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fezile Dabi District Municipality |
E314025
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Mafube Local Municipality
Mafube Local Municipality is a local government area in South Africa’s Free State province, encompassing several towns and rural communities and operating under the Fezile Dabi District Municipality.
|
E1110899
|
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: Mafube Local Municipality | Statement: [Fezile Dabi District Municipality, borderedBy, Mafube Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mafube Local Municipality Context triple: [Fezile Dabi District Municipality, borderedBy, Mafube Local Municipality]
-
A.
Mpofana Local Municipality
Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
-
B.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
C.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
D.
Mbashe Local Municipality
Mbashe Local Municipality is a local government area in South Africa’s Eastern Cape province, responsible for providing municipal services and governance to the communities within its jurisdiction.
-
E.
Okhahlamba Local Municipality
Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
- 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: Mafube Local Municipality Triple: [Fezile Dabi District Municipality, borderedBy, Mafube Local Municipality]
Generated description
Mafube Local Municipality is a local government area in South Africa’s Free State province, encompassing several towns and rural communities and operating under the Fezile Dabi District Municipality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mafube Local Municipality Target entity description: Mafube Local Municipality is a local government area in South Africa’s Free State province, encompassing several towns and rural communities and operating under the Fezile Dabi District Municipality.
-
A.
Mpofana Local Municipality
Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
-
B.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
C.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
D.
Mbashe Local Municipality
Mbashe Local Municipality is a local government area in South Africa’s Eastern Cape province, responsible for providing municipal services and governance to the communities within its jurisdiction.
-
E.
Okhahlamba Local Municipality
Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
- 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_69fda8fd6f5081908de9a9e3df28a8ea |
completed | May 8, 2026, 9:12 a.m. |
| NEDg | Description generation | batch_69fdb187bf1c819098675af82ee70b5b |
completed | May 8, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb27fd90881909a938ecd227873b4 |
completed | May 8, 2026, 9:53 a.m. |
Created at: April 9, 2026, 9:15 p.m.