Triple
T13434044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lejweleputswa District Municipality |
E320183
|
entity |
| Predicate | hasLocalMunicipality |
P47323
|
FINISHED |
| Object |
Nala Local Municipality
Nala Local Municipality is a local government area in South Africa’s Free State province, forming part of the Lejweleputswa District and responsible for providing municipal services and governance to its constituent communities.
|
E1141918
|
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: Nala Local Municipality | Statement: [Lejweleputswa District Municipality, hasLocalMunicipality, Nala Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nala Local Municipality Context triple: [Lejweleputswa District Municipality, hasLocalMunicipality, Nala Local Municipality]
-
A.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
B.
Naledi Local Municipality
Naledi Local Municipality is a local government area in South Africa responsible for providing municipal services and governance within part of the Dr Ruth Segomotsi Mompati District in the North West province.
-
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.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
-
E.
Ulundi Local Municipality
Ulundi Local Municipality is a local government authority in South Africa’s KwaZulu-Natal province responsible for providing municipal services and governance to the town of Ulundi and its surrounding areas.
- 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: Nala Local Municipality Triple: [Lejweleputswa District Municipality, hasLocalMunicipality, Nala Local Municipality]
Generated description
Nala Local Municipality is a local government area in South Africa’s Free State province, forming part of the Lejweleputswa District and responsible for providing municipal services and governance to its constituent communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nala Local Municipality Target entity description: Nala Local Municipality is a local government area in South Africa’s Free State province, forming part of the Lejweleputswa District and responsible for providing municipal services and governance to its constituent communities.
-
A.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
B.
Naledi Local Municipality
Naledi Local Municipality is a local government area in South Africa responsible for providing municipal services and governance within part of the Dr Ruth Segomotsi Mompati District in the North West province.
-
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.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
-
E.
Ulundi Local Municipality
Ulundi Local Municipality is a local government authority in South Africa’s KwaZulu-Natal province responsible for providing municipal services and governance to the town of Ulundi and its surrounding areas.
- 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee29fec81908b07b4fca2922242 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec869957481909ea4fded01851b70 |
completed | May 9, 2026, 5:38 a.m. |
| NEDg | Description generation | batch_69feca4643dc8190af82f6c2f9133e2a |
completed | May 9, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fecb0459008190888043ab25bae96b |
completed | May 9, 2026, 5:49 a.m. |
Created at: April 9, 2026, 9:40 p.m.