Triple
T6472597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mopani District Municipality |
E145990
|
entity |
| Predicate | containsLocalMunicipality |
P47323
|
FINISHED |
| Object |
Greater Letaba Local Municipality
Greater Letaba Local Municipality is a local government area in the Mopani District of Limpopo Province, South Africa, responsible for providing municipal services and governance to its constituent communities.
|
E596579
|
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: Greater Letaba Local Municipality | Statement: [Mopani District Municipality, containsLocalMunicipality, Greater Letaba Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Letaba Local Municipality Context triple: [Mopani District Municipality, containsLocalMunicipality, Greater Letaba Local Municipality]
-
A.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
-
B.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
C.
Molemole Local Municipality
Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
-
D.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
E.
Thaba Chweu Local Municipality
Thaba Chweu Local Municipality is a local government area in Mpumalanga, South Africa, known for encompassing the historic gold-mining town of Pilgrim’s Rest and parts of the scenic Panorama Route.
- 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: Greater Letaba Local Municipality Triple: [Mopani District Municipality, containsLocalMunicipality, Greater Letaba Local Municipality]
Generated description
Greater Letaba Local Municipality is a local government area in the Mopani District of Limpopo Province, South Africa, responsible for providing municipal services and governance to its constituent communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greater Letaba Local Municipality Target entity description: Greater Letaba Local Municipality is a local government area in the Mopani District of Limpopo Province, South Africa, responsible for providing municipal services and governance to its constituent communities.
-
A.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
-
B.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
C.
Molemole Local Municipality
Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
-
D.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
E.
Thaba Chweu Local Municipality
Thaba Chweu Local Municipality is a local government area in Mpumalanga, South Africa, known for encompassing the historic gold-mining town of Pilgrim’s Rest and parts of the scenic Panorama Route.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a3188488190a1b7452ede91ba5e |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6539fe1e08190ae0004ed2113e319 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6564a79b08190818ecd149aa34698 |
completed | March 27, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6570477348190bdc1f0b2eb781c84 |
completed | March 27, 2026, 10:08 a.m. |
Created at: March 22, 2026, 4:50 p.m.