Triple
T14820589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Province |
E348439
|
entity |
| Predicate | borderedByProvince |
P224
|
FINISHED |
| Object | Lusaka Province |
E167040
|
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: Lusaka Province | Statement: [Southern Province, borderedByProvince, Lusaka Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lusaka Province Context triple: [Southern Province, borderedByProvince, Lusaka Province]
-
A.
Lusaka Province
chosen
Lusaka Province is a central region of Zambia that includes the nation’s capital city and serves as a key political and economic hub.
-
B.
Copperbelt Province
Copperbelt Province is a key mining and industrial region in northern Zambia, historically central to the country’s copper production and economic development.
-
C.
Zambezia Province
Zambezia Province is a coastal region in central Mozambique known for its fertile river valleys, agricultural production, and diverse ethnic communities.
-
D.
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.
-
E.
Cuanza Sul Province
Cuanza Sul Province is a coastal region of Angola known for its agricultural economy, diverse ethnic communities, and use of the Kimbundu language among its inhabitants.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe64328819083ce42704cf0602d |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef5e176081909e822881a866ecec |
completed | May 9, 2026, 8:25 a.m. |
Created at: April 10, 2026, 1:50 a.m.