Triple
T22193150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polokwane Local Municipality |
E548480
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Makhuduthamaga Local Municipality |
—
|
NE NERFINISHED |
How this triple was built (3 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: Makhuduthamaga Local Municipality | Statement: [Polokwane Local Municipality, borderedBy, Makhuduthamaga Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makhuduthamaga Local Municipality Context triple: [Polokwane Local Municipality, borderedBy, Makhuduthamaga Local Municipality]
-
A.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
B.
Okhahlamba Local Municipality
Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
-
C.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
-
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.
Umsobomvu Local Municipality
Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Makhuduthamaga Local Municipality Target entity description: Makhuduthamaga Local Municipality is a rural local municipality in Limpopo Province, South Africa, situated in the Sekhukhune District and comprising several villages and small towns.
-
A.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
B.
Okhahlamba Local Municipality
Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
-
C.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
-
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.
Umsobomvu Local Municipality
Umsobomvu Local Municipality is a former local government area in South Africa’s Northern Cape Province that administered small towns and rural communities including Colesberg.
- F. None of above. chosen
Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae552908190b38c3d765bcfb68a |
completed | April 28, 2026, 9:47 p.m. |
Created at: April 16, 2026, 8:35 p.m.