Triple
T6472612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mopani District Municipality |
E145990
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Vhembe–Mopani region of Limpopo |
E584071
|
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: Vhembe–Mopani region of Limpopo | Statement: [Mopani District Municipality, partOf, Vhembe–Mopani region of Limpopo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vhembe–Mopani region of Limpopo Context triple: [Mopani District Municipality, partOf, Vhembe–Mopani region of Limpopo]
-
A.
Vhembe region
chosen
The Vhembe region is a predominantly rural area in the northernmost part of South Africa’s Limpopo Province, known for its rich Venda cultural heritage, agricultural activities, and proximity to borders with Zimbabwe and Mozambique.
-
B.
Zambezi Region
The Zambezi Region is a narrow, northeastern extension of Namibia known for its lush wetlands, rich wildlife, and strategic location bordering several neighboring countries.
-
C.
uThukela region
The uThukela region is an administrative district in KwaZulu-Natal, South Africa, known for its mix of industrial towns, rural settlements, and proximity to the historic Battlefields and Drakensberg areas.
-
D.
Lowveld region
The Lowveld region is a low-lying, subtropical area in northeastern South Africa known for its warm climate, savanna landscapes, and proximity to major wildlife reserves such as Kruger National Park.
-
E.
Maputaland
Maputaland is a coastal region in northeastern KwaZulu-Natal, South Africa, renowned for its rich biodiversity, wetlands, and unique ecosystems forming part of the Maputaland-Pondoland-Albany biodiversity hotspot.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a3188488190a1b7452ede91ba5e |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c65fd1db288190b00ba6d7f3aae925 |
completed | March 27, 2026, 10:45 a.m. |
Created at: March 22, 2026, 4:50 p.m.