Triple
T22296183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blouberg Local Municipality |
E551126
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Aganang Local Municipality
Aganang Local Municipality was a former local municipality in the Capricorn District of Limpopo province, South Africa, known for its predominantly rural communities and agricultural-based economy.
|
E1546013
|
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: Aganang Local Municipality | Statement: [Blouberg Local Municipality, borderedBy, Aganang Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aganang Local Municipality Context triple: [Blouberg Local Municipality, borderedBy, Aganang Local Municipality]
-
A.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
B.
Ngwathe Local Municipality
Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
-
C.
Nala Local Municipality
Nala Local Municipality is a local government area in South Africa’s Free State province, forming part of the Lejweleputswa District and responsible for providing municipal services and governance to its constituent communities.
-
D.
Makhuduthamaga Local Municipality
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.
-
E.
Ngqushwa Local Municipality
Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
- 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: Aganang Local Municipality Triple: [Blouberg Local Municipality, borderedBy, Aganang Local Municipality]
Generated description
Aganang Local Municipality was a former local municipality in the Capricorn District of Limpopo province, South Africa, known for its predominantly rural communities and agricultural-based economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aganang Local Municipality Target entity description: Aganang Local Municipality was a former local municipality in the Capricorn District of Limpopo province, South Africa, known for its predominantly rural communities and agricultural-based economy.
-
A.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
B.
Ngwathe Local Municipality
Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
-
C.
Nala Local Municipality
Nala Local Municipality is a local government area in South Africa’s Free State province, forming part of the Lejweleputswa District and responsible for providing municipal services and governance to its constituent communities.
-
D.
Makhuduthamaga Local Municipality
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.
-
E.
Ngqushwa Local Municipality
Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
- 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1571fe76c8190a40b3679802a5475 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b4de54f348190812bbe2364888a8d |
completed | May 18, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_6a0b4ea10a448190a7a27e5877f09eb0 |
completed | May 18, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b4f39aa288190ac8e5c885cebf06b |
completed | May 18, 2026, 5:41 p.m. |
Created at: April 16, 2026, 8:41 p.m.