Triple
T14362373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Mbundu |
E356136
|
entity |
| Predicate | hasNativeSpeakersIn |
P5231
|
FINISHED |
| Object | Benguela Province |
E1077575
|
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: Benguela Province | Statement: [South Mbundu, hasNativeSpeakersIn, Benguela Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benguela Province Context triple: [South Mbundu, hasNativeSpeakersIn, Benguela Province]
-
A.
Benguela Province
chosen
Benguela Province is a coastal region of western Angola known for its major port cities, including Lobito and Benguela, and its role as an important economic and transportation hub.
-
B.
Cunene Province
Cunene Province is a sparsely populated region in southern Angola known for its semi-arid climate, cattle herding communities, and the Cunene River along its border with Namibia.
-
C.
Bengo Province
Bengo Province is a coastal region of northwestern Angola that includes both rural and peri-urban areas and is home to speakers of the Kimbundu language.
-
D.
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.
-
E.
Cuanza Norte Province
Cuanza Norte Province is a central Angolan province known for its predominantly Kimbundu-speaking population and a mix of agricultural and forested landscapes.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8fabec088190bd8128371b29e958 |
completed | April 14, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd550ca6b88190b76cd486bdd66fdf |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:15 a.m.