Triple
T6297602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vhembe District Municipality |
E141169
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Musina Local Municipality
Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
|
E615866
|
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: Musina Local Municipality | Statement: [Vhembe District Municipality, contains, Musina Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Musina Local Municipality Context triple: [Vhembe District Municipality, contains, Musina Local Municipality]
-
A.
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.
-
B.
Rustenburg Local Municipality
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
C.
Sol Plaatje Local Municipality
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
-
D.
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.
-
E.
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.
- 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: Musina Local Municipality Triple: [Vhembe District Municipality, contains, Musina Local Municipality]
Generated description
Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Musina Local Municipality Target entity description: Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
-
A.
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.
-
B.
Rustenburg Local Municipality
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
C.
Sol Plaatje Local Municipality
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
-
D.
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.
-
E.
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.
- 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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0643bd0748190af7abbebb6f94242 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70add5a788190a2b16839659f662b |
completed | March 27, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69c70d0cf5248190b946387f8b0d7278 |
completed | March 27, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70d3b567c8190bfbc205d55926824 |
completed | March 27, 2026, 11:05 p.m. |
Created at: March 22, 2026, 4:27 p.m.