Triple
T22296195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blouberg Local Municipality |
E551126
|
entity |
| Predicate | hasHigherLevelAuthority |
P7937
|
FINISHED |
| Object | Capricorn District 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: Capricorn District Municipality | Statement: [Blouberg Local Municipality, hasHigherLevelAuthority, Capricorn District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Capricorn District Municipality Context triple: [Blouberg Local Municipality, hasHigherLevelAuthority, Capricorn District Municipality]
-
A.
Capricorn District Municipality
chosen
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.
-
B.
West Coast District Municipality
West Coast District Municipality is a local government area in South Africa’s Western Cape province that encompasses several coastal and inland towns, including Saldanha Bay.
-
C.
Boland District Municipality
Boland District Municipality was the former name of the Cape Winelands District Municipality, a local government area in South Africa’s Western Cape province known for its wine-producing regions.
-
D.
North West District Municipality
North West District Municipality is a local government area in South Africa’s North West Province that administers a largely rural region known for its rivers, agriculture, and cross-border links with Botswana.
-
E.
Sedibeng District Municipality
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.
- 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: hasHigherLevelAuthority Context triple: [Blouberg Local Municipality, hasHigherLevelAuthority, Capricorn District Municipality]
-
A.
hasLimitedAuthorityOver
Indicates that one entity holds a constrained or partial power to direct, control, or make decisions about another entity, but not full or unrestricted authority.
-
B.
higherTierAuthority
chosen
Indicates that one entity holds a superior or higher-ranking level of authority or control over another entity.
-
C.
hasLegalAuthorityFrom
Indicates that one entity possesses formal legal power, rights, or authorization that originates from or is granted by another entity.
-
D.
hasLegalHierarchy
Indicates that one entity holds a higher or subordinate legal status, authority, or jurisdiction in relation to another within a formal legal structure.
-
E.
hasHigherJurisdiction
Indicates that one authority or legal body possesses superior legal power or decision-making control over another within a defined domain or scope.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69e72ffa438481908f80879aef2a589b |
completed | April 21, 2026, 8:06 a.m. |
Created at: April 16, 2026, 8:41 p.m.