Triple
T13121168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stellenbosch Local Municipality |
E311723
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object | Franschhoek |
E54800
|
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: Franschhoek | Statement: [Stellenbosch Local Municipality, administers, Franschhoek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franschhoek Context triple: [Stellenbosch Local Municipality, administers, Franschhoek]
-
A.
Franschhoek
chosen
Franschhoek is a picturesque South African town renowned for its wine estates, Cape Dutch architecture, and acclaimed culinary scene.
-
B.
Paarl wine district
The Paarl wine district is a prominent South African wine-producing region in the Western Cape, known for its warm climate, historic estates, and production of robust red wines and fortified styles.
-
C.
Stellenbosch wine district
Stellenbosch wine district is a renowned South African wine-producing area near Cape Town, celebrated for its high-quality vineyards and historic wine estates.
-
D.
Tulbagh wine region
Tulbagh wine region is a South African wine-producing area known for its scenic valley setting and diverse range of quality wines, including robust reds and distinctive sparkling wines.
-
E.
Clarens
Clarens is a picturesque lakeside locality in the Swiss Riviera region on the shores of Lake Geneva, known for its scenic views and mild climate.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98196e69081909111407ee3d9f08e |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716bcbd188190ac74560a5f9e3654 |
completed | May 3, 2026, 9:34 a.m. |
Created at: April 9, 2026, 9:06 p.m.