Triple
T8760778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liwonde National Park |
E208191
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Southern Region, Malawi |
E534692
|
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: Southern Region, Malawi | Statement: [Liwonde National Park, locatedIn, Southern Region, Malawi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Region, Malawi Context triple: [Liwonde National Park, locatedIn, Southern Region, Malawi]
-
A.
Southern Malawi
chosen
Southern Malawi is a predominantly rural region of Malawi known for its diverse ethnic communities, including the Lomwe people, and its mix of highland plateaus, fertile agricultural areas, and growing urban centers such as Blantyre.
-
B.
Central Malawi
Central Malawi is a region in the heart of Malawi characterized by fertile plains, important agricultural activity, and key urban centers including the capital city, Lilongwe.
-
C.
Southern Province, Zambia
Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
-
D.
Eastern Province, Zambia
Eastern Province, Zambia is a largely rural region in the east of Zambia known for its wildlife-rich landscapes, including the renowned South Luangwa National Park, and its predominantly agricultural economy.
-
E.
Lake Malawi region
The Lake Malawi region is an area in southeastern Africa surrounding Lake Malawi, known for its diverse ecosystems, fishing communities, and cultural and linguistic ties to the Nyanja-speaking peoples.
- 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_69ca835df7e08190ac875664cca8f9ca |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5df9729481908679151988b76d2f |
completed | March 31, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf434bcac08190be07175a26804185 |
completed | April 3, 2026, 4:34 a.m. |
Created at: March 30, 2026, 6:40 p.m.