Triple
T19609417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Province, Zambia |
E470689
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object | Lundazi |
—
|
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: Lundazi | Statement: [Eastern Province, Zambia, hasTown, Lundazi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lundazi Context triple: [Eastern Province, Zambia, hasTown, Lundazi]
-
A.
Mkushi
Mkushi is a farming and trading town in Zambia known for its commercial agriculture, particularly large-scale commercial farming.
-
B.
Luchazi
Luchazi is a Bantu language spoken primarily by the Luchazi people in eastern Angola and neighboring regions.
-
C.
Chirundu
Chirundu is a border town in northern Zimbabwe situated on the Zambezi River, serving as a key crossing point between Zimbabwe and Zambia.
-
D.
Mankwe
Mankwe is a locality in South Africa, historically part of the former Bophuthatswana homeland in the North West Province.
-
E.
Muhoroni
Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
- 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: Lundazi Target entity description: Lundazi is a rural town in eastern Zambia known as an administrative and trading center near the border with Malawi.
-
A.
Mkushi
Mkushi is a farming and trading town in Zambia known for its commercial agriculture, particularly large-scale commercial farming.
-
B.
Luchazi
Luchazi is a Bantu language spoken primarily by the Luchazi people in eastern Angola and neighboring regions.
-
C.
Chirundu
Chirundu is a border town in northern Zimbabwe situated on the Zambezi River, serving as a key crossing point between Zimbabwe and Zambia.
-
D.
Mankwe
Mankwe is a locality in South Africa, historically part of the former Bophuthatswana homeland in the North West Province.
-
E.
Muhoroni
Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
- 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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640ca57a081909c05000fca52271f |
completed | April 20, 2026, 3:05 p.m. |
Created at: April 10, 2026, 1:43 p.m.