Triple
T22296180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blouberg Local Municipality |
E551126
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Lephalale 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: Lephalale Local Municipality | Statement: [Blouberg Local Municipality, borderedBy, Lephalale Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lephalale Local Municipality Context triple: [Blouberg Local Municipality, borderedBy, Lephalale Local Municipality]
-
A.
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.
-
B.
Tswelopele Local Municipality
Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
-
C.
Ba-Phalaborwa Local Municipality
Ba-Phalaborwa Local Municipality is a local government area in the Limpopo province of South Africa, centered around the mining town of Phalaborwa and known for its proximity to Kruger National Park.
-
D.
Ramotshere Moiloa Local Municipality
Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
-
E.
Mpofana Local Municipality
Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
- 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: Lephalale Local Municipality Target entity description: Lephalale Local Municipality is a rural municipality in South Africa’s Limpopo province, known for its coal mining, power generation activities, and the town of Lephalale (Ellisras).
-
A.
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.
-
B.
Tswelopele Local Municipality
Tswelopele Local Municipality is a local government area in South Africa’s Free State province, responsible for providing municipal services and administration within its jurisdiction.
-
C.
Ba-Phalaborwa Local Municipality
Ba-Phalaborwa Local Municipality is a local government area in the Limpopo province of South Africa, centered around the mining town of Phalaborwa and known for its proximity to Kruger National Park.
-
D.
Ramotshere Moiloa Local Municipality
Ramotshere Moiloa Local Municipality is a local government area in South Africa’s North West Province that administers the town of Zeerust and its surrounding rural communities.
-
E.
Mpofana Local Municipality
Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
- 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1571fe76c8190a40b3679802a5475 |
completed | April 29, 2026, 12:56 a.m. |
Created at: April 16, 2026, 8:41 p.m.