Triple
T5549487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capricorn District Municipality |
E145489
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
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.
|
E555496
|
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: Lepelle-Nkumpi Local Municipality | Statement: [Capricorn District Municipality, hasMunicipality, Lepelle-Nkumpi Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lepelle-Nkumpi Local Municipality Context triple: [Capricorn District Municipality, hasMunicipality, Lepelle-Nkumpi Local Municipality]
-
A.
Ray Nkonyeni Local Municipality
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
B.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
C.
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.
-
D.
Bojanala Platinum District Municipality
Bojanala Platinum District Municipality is an administrative district in South Africa’s North West Province, known for its rich platinum mining activities and tourism attractions such as the Pilanesberg National Park and Sun City.
-
E.
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.
- 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: Lepelle-Nkumpi Local Municipality Triple: [Capricorn District Municipality, hasMunicipality, Lepelle-Nkumpi Local Municipality]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lepelle-Nkumpi Local Municipality Target entity description: 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.
-
A.
Ray Nkonyeni Local Municipality
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
B.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
C.
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.
-
D.
Bojanala Platinum District Municipality
Bojanala Platinum District Municipality is an administrative district in South Africa’s North West Province, known for its rich platinum mining activities and tourism attractions such as the Pilanesberg National Park and Sun City.
-
E.
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.
- 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_69c008fb879c81909f5bfa56fadc1d46 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01fe143ec8190bb67d2530c92a419 |
completed | March 22, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bf51ea0481909af918fe00633b80 |
completed | March 23, 2026, 4:19 a.m. |
| NEDg | Description generation | batch_69c0c0ca548c81908382dbba5f440847 |
completed | March 23, 2026, 4:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c19e5ef08190abe26030e24b4d91 |
completed | March 23, 2026, 4:29 a.m. |
Created at: March 22, 2026, 3:35 p.m.