Triple
T2640208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Rand District Municipality |
E62846
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Rand West City Local Municipality
Rand West City Local Municipality is a local government area in Gauteng, South Africa, responsible for administering and providing services to communities within the western part of the Johannesburg metropolitan region.
|
E283735
|
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: Rand West City Local Municipality | Statement: [West Rand District Municipality, contains, Rand West City Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rand West City Local Municipality Context triple: [West Rand District Municipality, contains, Rand West City 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.
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.
-
C.
West Coast District Municipality
West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
-
D.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
E.
Newcastle Local Municipality
Newcastle Local Municipality is a local government area in KwaZulu-Natal, South Africa, that administers the town of Newcastle and its surrounding 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: Rand West City Local Municipality Triple: [West Rand District Municipality, contains, Rand West City Local Municipality]
Generated description
Rand West City Local Municipality is a local government area in Gauteng, South Africa, responsible for administering and providing services to communities within the western part of the Johannesburg metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rand West City Local Municipality Target entity description: Rand West City Local Municipality is a local government area in Gauteng, South Africa, responsible for administering and providing services to communities within the western part of the Johannesburg metropolitan region.
-
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.
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.
-
C.
West Coast District Municipality
West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
-
D.
Capricorn District Municipality
Capricorn District Municipality is a local government area in South Africa that administers a central region of Limpopo Province, including the provincial capital Polokwane and surrounding rural communities.
-
E.
Newcastle Local Municipality
Newcastle Local Municipality is a local government area in KwaZulu-Natal, South Africa, that administers the town of Newcastle and its surrounding 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd8fc8ee881908a9f6820d8934a62 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b8469881909e2c1bd1f4798464 |
completed | March 10, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69af922b33a08190a3b81159f260a180 |
completed | March 10, 2026, 3:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af92859d7c8190bfb5d4fc5a8d8e94 |
completed | March 10, 2026, 3:39 a.m. |
Created at: March 6, 2026, 9:53 p.m.