Triple
T16823829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Potchefstroom |
E408963
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | JB Marks Local Municipality |
E914701
|
NE FINISHED |
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: JB Marks Local Municipality | Statement: [Potchefstroom, partOf, JB Marks Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: JB Marks Local Municipality Context triple: [Potchefstroom, partOf, JB Marks Local Municipality]
-
A.
JB Marks Local Municipality
chosen
JB Marks Local Municipality is a local government area in South Africa’s North West Province, named after anti-apartheid activist JB Marks and incorporating the towns of Potchefstroom and Ventersdorp.
-
B.
Mark Municipality
Mark Municipality is a local government area in Västra Götaland County in western Sweden, known for its textile industry heritage and small-town communities.
-
C.
Matzikama Local Municipality
Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
-
D.
Midvaal Local Municipality
Midvaal Local Municipality is a local government area in Gauteng, South Africa, known for its mix of semi-rural towns, residential communities, and industrial developments south of Johannesburg.
-
E.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e838e881908b650194c9b94886 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29c170c81908fcc88c31e266ffb |
completed | May 10, 2026, 4:30 p.m. |
Created at: April 10, 2026, 5:23 a.m.