Triple
T12241929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mogale City Local Municipality |
E291752
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object | Muldersdrift |
E988979
|
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: Muldersdrift | Statement: [Mogale City Local Municipality, hasTown, Muldersdrift]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muldersdrift Context triple: [Mogale City Local Municipality, hasTown, Muldersdrift]
-
A.
Muldersdrift
chosen
Muldersdrift is a semi-rural village in Gauteng, South Africa, known for its scenic countryside, wedding venues, and proximity to Johannesburg and the Cradle of Humankind.
-
B.
Andriesvale
Andriesvale is a place named in honor of the 19th-century Boer leader and Voortrekker general Andries Pretorius.
-
C.
Groblersdal
Groblersdal is a town in South Africa’s Limpopo province known as an important agricultural center, particularly for irrigation-based farming.
-
D.
Hammanskraal
Hammanskraal is a peri-urban township and surrounding area in northern Gauteng, South Africa, known for its proximity to Pretoria and ongoing challenges with service delivery and water quality.
-
E.
Witpoortjie
Witpoortjie is a residential suburb in Roodepoort, South Africa, known for its proximity to the Witpoortjie Falls and the Walter Sisulu National Botanical Garden.
- 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_69d6ab67950c8190be08450a06228c4b |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cb59ce4819099999b8755fb8b98 |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65e9c1f948190a08c6ae591da7010 |
completed | May 2, 2026, 8:29 p.m. |
Created at: April 8, 2026, 9:51 p.m.