Triple
T16047968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makhuwa people |
E389272
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Cabo Delgado Province |
E353074
|
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: Cabo Delgado Province | Statement: [Makhuwa people, region, Cabo Delgado Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cabo Delgado Province Context triple: [Makhuwa people, region, Cabo Delgado Province]
-
A.
Cabo Delgado Province
chosen
Cabo Delgado Province is Mozambique’s northernmost coastal province, known for its diverse ethnic communities, natural gas reserves, and recent armed conflict and humanitarian crisis.
-
B.
Nampula Province
Nampula Province is a populous and economically significant region in northern Mozambique, known for its Makhuwa-speaking communities and important agricultural and trade activities.
-
C.
Kwanza Sul Province
Kwanza Sul Province is a coastal region of western Angola known for its agricultural economy, diverse ethnic composition, and strategic location along the Atlantic Ocean.
-
D.
Lunda Sul Province
Lunda Sul Province is an eastern province of Angola known for its diamond-rich terrain and largely rural, sparsely populated landscape.
-
E.
Moxico Province
Moxico Province is the largest and one of the most war-affected provinces in eastern Angola, known for its strategic role and heavy fighting during the Angolan Civil War.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18360464881909fd4d3bcb4ffb7f5 |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe478bcc48190bdd4fcb7ec51caad |
completed | May 10, 2026, 1:50 a.m. |
Created at: April 10, 2026, 4:56 a.m.