Triple
T23253280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DC34 |
E581793
|
entity |
| Predicate | administeredBy |
P86
|
FINISHED |
| Object | Limpopo provincial authorities |
—
|
NE NERFINISHED |
How this triple was built (2 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: Limpopo provincial authorities | Statement: [DC34, administeredBy, Limpopo provincial authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limpopo provincial authorities Context triple: [DC34, administeredBy, Limpopo provincial authorities]
-
A.
Limpopo provincial government
chosen
The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
-
B.
Mpumalanga Provincial Government
The Mpumalanga Provincial Government is the executive authority responsible for governing South Africa’s Mpumalanga province, overseeing public administration, services, and regional development.
-
C.
Limpopo Provincial Treasury
Limpopo Provincial Treasury is the provincial government department responsible for managing public finances, budgeting, and fiscal oversight in South Africa’s Limpopo province.
-
D.
Gauteng Provincial Government
The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
-
E.
Northern Cape Provincial Government
The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f840dc819098e52272abefe616 |
completed | April 29, 2026, 5:15 a.m. |
Created at: April 17, 2026, 4:11 p.m.