Triple
T2596281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vanderbijlpark |
E58237
|
entity |
| Predicate | districtMunicipality |
P852
|
FINISHED |
| Object | Sedibeng District Municipality |
E62468
|
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: Sedibeng District Municipality | Statement: [Vanderbijlpark, districtMunicipality, Sedibeng District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sedibeng District Municipality Context triple: [Vanderbijlpark, districtMunicipality, Sedibeng District Municipality]
-
A.
Sedibeng District Municipality
chosen
Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
-
B.
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.
-
C.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
D.
O.R. Tambo District Municipality
O.R. Tambo District Municipality is a local government district in South Africa’s Eastern Cape province, known for encompassing rural communities including the birthplace of Nelson Mandela.
-
E.
Sekhukhune District Municipality
Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
- 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: districtMunicipality Context triple: [Vanderbijlpark, districtMunicipality, Sedibeng 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.
districtCouncil
Indicates that an entity serves as, or is governed by, a district-level council within a larger administrative or political structure.
-
D.
containsDistrictMunicipality
Indicates that an administrative region includes one or more district municipalities within its boundaries.
-
E.
boroughOrCommunityArea
Indicates that one place is a borough or community area subdivision within the jurisdiction or boundaries of another place.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd42b3cd4819093b2cab78de1f66c |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0490328819093e78ca7b3a30af5 |
completed | March 10, 2026, 4:38 a.m. |
| PD | Predicate disambiguation | batch_69abd0d344988190a18dd93b13e002e6 |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:49 p.m.