Triple
T19250731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lilongwe River |
E481383
|
entity |
| Predicate | crosses |
P416
|
FINISHED |
| Object | Lilongwe urban area |
—
|
NE NERFINISHED |
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: Lilongwe urban area | Statement: [Lilongwe River, crosses, Lilongwe urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lilongwe urban area Context triple: [Lilongwe River, crosses, Lilongwe urban area]
-
A.
Lilongwe
chosen
Lilongwe is the largest city and administrative and political center of Malawi, located in the country’s central region.
-
B.
Lusaka District
Lusaka District is an administrative district in Zambia that encompasses the nation’s capital city, Lusaka, and serves as a key political and economic hub of the country.
-
C.
Lilongwe City Council
Lilongwe City Council is the local government authority responsible for municipal administration, services, and urban development in Malawi’s capital city, Lilongwe.
-
D.
Chikwawa
Chikwawa is a town in southern Malawi known for its proximity to the Shire River and its role as an agricultural and trading center in the Lower Shire Valley.
-
E.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fb3001308190913e24343769be8d |
completed | April 20, 2026, 10:08 a.m. |
Created at: April 10, 2026, 1:27 p.m.