Triple
T11196823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drakenstein Municipality |
E264943
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Witzenberg Municipality
Witzenberg Municipality is a local municipality in the Western Cape province of South Africa, known for its agricultural towns such as Ceres and Tulbagh in the Cape Winelands region.
|
E916709
|
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: Witzenberg Municipality | Statement: [Drakenstein Municipality, borderedBy, Witzenberg Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Witzenberg Municipality Context triple: [Drakenstein Municipality, borderedBy, Witzenberg Municipality]
-
A.
Drakenstein Municipality
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
B.
Rustenburg Local Municipality
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
C.
Camdeboo Local Municipality
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
-
D.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
-
E.
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.
- 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: Witzenberg Municipality Triple: [Drakenstein Municipality, borderedBy, Witzenberg Municipality]
Generated description
Witzenberg Municipality is a local municipality in the Western Cape province of South Africa, known for its agricultural towns such as Ceres and Tulbagh in the Cape Winelands region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Witzenberg Municipality Target entity description: Witzenberg Municipality is a local municipality in the Western Cape province of South Africa, known for its agricultural towns such as Ceres and Tulbagh in the Cape Winelands region.
-
A.
Drakenstein Municipality
Drakenstein Municipality is a local government area in South Africa’s Western Cape province, encompassing towns such as Paarl and Wellington in the Cape Winelands region.
-
B.
Rustenburg Local Municipality
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
C.
Camdeboo Local Municipality
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
-
D.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
-
E.
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.
- 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_69d6aa9eb9248190b20211772621b4bc |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8c082fc8190866c574f698b59ef |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e509dd91288190beefaaa451d692ae |
completed | April 19, 2026, 4:59 p.m. |
| NEDg | Description generation | batch_69e510f7bec08190989118b6e4a7fa49 |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5168c8da0819093bf61d8ea5f9e35 |
completed | April 19, 2026, 5:53 p.m. |
Created at: April 8, 2026, 9:29 p.m.