Triple
T21298078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dwangwa River |
E524979
|
entity |
| Predicate | hasMouthNear |
P350
|
FINISHED |
| Object | Dwangwa, Malawi |
—
|
NE NERFINISHED |
How this triple was built (3 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: Dwangwa, Malawi | Statement: [Dwangwa River, hasMouthNear, Dwangwa, Malawi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dwangwa, Malawi Context triple: [Dwangwa River, hasMouthNear, Dwangwa, Malawi]
-
A.
Blantyre, Malawi
Blantyre, Malawi is the country’s largest commercial and industrial city, located in the southern region and serving as a major economic and transport hub.
-
B.
Malawi
Malawi is a landlocked country in southeastern Africa known for Lake Malawi, its predominantly agricultural economy, and membership in regional and international organizations including the Commonwealth.
-
C.
Malawi Yao
Malawi Yao is a regional variety of the Yao language spoken primarily in Malawi, distinguished by its own phonological and lexical features.
-
D.
Siavonga, Zambia
Siavonga, Zambia is a lakeside town on the northern shore of Lake Kariba known as a major resort and fishing center near the Kariba Dam.
-
E.
Chipinga
Chipinga is the former name of Chipinge, a town in southeastern Zimbabwe known for its agriculture and proximity to the Mozambique border.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dwangwa, Malawi Target entity description: Dwangwa, Malawi is a town in central Malawi known for its sugar plantations and processing industry along the Dwangwa River.
-
A.
Blantyre, Malawi
Blantyre, Malawi is the country’s largest commercial and industrial city, located in the southern region and serving as a major economic and transport hub.
-
B.
Malawi
Malawi is a landlocked country in southeastern Africa known for Lake Malawi, its predominantly agricultural economy, and membership in regional and international organizations including the Commonwealth.
-
C.
Malawi Yao
Malawi Yao is a regional variety of the Yao language spoken primarily in Malawi, distinguished by its own phonological and lexical features.
-
D.
Siavonga, Zambia
Siavonga, Zambia is a lakeside town on the northern shore of Lake Kariba known as a major resort and fishing center near the Kariba Dam.
-
E.
Chipinga
Chipinga is the former name of Chipinge, a town in southeastern Zimbabwe known for its agriculture and proximity to the Mozambique border.
- F. None of above. chosen
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_69e0b517e6748190850d6f6ddf323d69 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7385a24d08190bfd410c7f10fa6f7 |
completed | April 21, 2026, 8:42 a.m. |
Created at: April 16, 2026, 4:04 p.m.