Triple
T12040010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bemba language |
E286634
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Luapula Province |
E708302
|
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: Luapula Province | Statement: [Bemba language, region, Luapula Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luapula Province Context triple: [Bemba language, region, Luapula Province]
-
A.
Luapula Province
chosen
Luapula Province is a region in northern Zambia known for its significant Bemba population, abundant rivers and lakes, and rich fishing and agricultural activities.
-
B.
Namosi Province
Namosi Province is a small, inland and mountainous province on Fiji’s main island of Viti Levu, known for its rugged terrain, rainforests, and traditional Fijian villages.
-
C.
Wayamba Province
Wayamba Province is one of the nine administrative provinces of Sri Lanka, located in the northwestern part of the country and known for its agriculture and coconut plantations.
-
D.
Serua Province
Serua Province is an administrative region on the island of Viti Levu in Fiji, known for its coastal villages, traditional chiefly systems, and mix of rural landscapes.
-
E.
Malanje Province
Malanje Province is a central Angolan province known for its Kimbundu-speaking population, agricultural importance, and natural attractions such as the Kalandula Falls.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f64826a481908a09ca1c91c4e04f |
completed | May 2, 2026, 1:04 p.m. |
Created at: April 8, 2026, 9:47 p.m.