Triple
T13364533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karoo Hoogland Local Municipality |
E318904
|
entity |
| Predicate | district municipality |
P852
|
FINISHED |
| Object | Namakwa District Municipality |
E318905
|
NE FINISHED |
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: Namakwa District Municipality | Statement: [Karoo Hoogland Local Municipality, district municipality, Namakwa District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Namakwa District Municipality Context triple: [Karoo Hoogland Local Municipality, district municipality, Namakwa District Municipality]
-
A.
Namakwa District Municipality
chosen
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.
-
B.
Amathole District Municipality
Amathole District Municipality is a local government district in South Africa’s Eastern Cape province, encompassing both inland rural areas and parts of the scenic southeastern coastline.
-
C.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
D.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
-
E.
Alfred Nzo District Municipality
Alfred Nzo District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid activist Alfred Nzo and comprising several rural towns and communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: district municipality Context triple: [Karoo Hoogland Local Municipality, district municipality, Namakwa District Municipality]
-
A.
district
Indicates that one entity is an administrative or electoral district that geographically contains or governs another entity.
-
B.
municipality
chosen
Indicates that one entity is a municipality (a local administrative unit) in which the other entity is located or which it governs.
-
C.
districtAdministration
Indicates that an entity is responsible for managing, governing, or overseeing the administrative affairs of a specific district or local jurisdiction.
-
D.
districtCouncil
Indicates that an entity serves as, or is governed by, a district-level council within a larger administrative or political structure.
-
E.
mainMunicipality
Indicates that one municipality serves as the primary or central administrative municipality associated with another entity or area.
- F. None of above.
Provenance (4 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da628c71ac81908cfa36342077766e |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b366470819093a74828e2a85116 |
completed | May 8, 2026, 11:01 p.m. |
| PD | Predicate disambiguation | batch_69d9a02c9abc8190b328e7bae747bfc5 |
completed | April 11, 2026, 1:13 a.m. |
Created at: April 9, 2026, 9:32 p.m.