Triple
T5988870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mfabeni Swamp |
E133294
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Maputaland coastal plain |
E541209
|
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: Maputaland coastal plain | Statement: [Mfabeni Swamp, partOf, Maputaland coastal plain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maputaland coastal plain Context triple: [Mfabeni Swamp, partOf, Maputaland coastal plain]
-
A.
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.
-
B.
Maputaland
chosen
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.
-
C.
Cape Flats
The Cape Flats is a low-lying, sandy plain on the outskirts of Cape Town, South Africa, known for its dense townships, socio-economic challenges, and cultural diversity.
-
D.
Highveld
The Highveld is a high-altitude grassland plateau in central South Africa known for its extensive farming, mining, and major cities such as Johannesburg and Pretoria.
-
E.
South African coast
The South African coast is a biodiverse marine and coastal region where cold and warm ocean currents meet, supporting rich ecosystems of kelp forests, rocky shores, and abundant marine life.
- 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_69c0087010d081908bb8142342d63330 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04dc51d948190bacf4c40a73e91b2 |
completed | March 22, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c10854969c8190b9be249f26ad2f47 |
completed | March 23, 2026, 9:31 a.m. |
Created at: March 22, 2026, 4:04 p.m.