Triple
T17577851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Local Government Association |
E428118
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | South African Local Government Association |
—
|
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: South African Local Government Association | Statement: [South African Local Government Association, fullName, South African Local Government Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African Local Government Association Context triple: [South African Local Government Association, fullName, South African Local Government Association]
-
A.
South African Local Government Association
chosen
The South African Local Government Association (SALGA) is a national representative body that advocates for and supports municipalities across South Africa, providing a unified voice for local government in policy-making and intergovernmental relations.
-
B.
Australian Local Government Association
The Australian Local Government Association is the national peak body representing local government councils across Australia, advocating their interests to the federal government and other key stakeholders.
-
C.
Elias Motsoaledi Local Municipality
Elias Motsoaledi Local Municipality is a local government area in the Limpopo province of South Africa, named in honor of anti-apartheid activist Elias Motsoaledi.
-
D.
Commonwealth Local Government Forum
The Commonwealth Local Government Forum is an organization that supports and represents local government authorities across Commonwealth countries, promoting good governance, democracy, and sustainable development at the local level.
-
E.
Molemole Local Municipality
Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
- 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e463cb40088190b726f2c026358cf2 |
completed | April 19, 2026, 5:10 a.m. |
Created at: April 10, 2026, 5:50 a.m.