Triple
T14362375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Mbundu |
E356136
|
entity |
| Predicate | hasNativeSpeakersIn |
P5231
|
FINISHED |
| Object | Cunene Province |
E907143
|
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: Cunene Province | Statement: [South Mbundu, hasNativeSpeakersIn, Cunene Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cunene Province Context triple: [South Mbundu, hasNativeSpeakersIn, Cunene Province]
-
A.
Cunene Province
chosen
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.
-
B.
Benguela Province
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.
-
C.
Huambo Province
Huambo Province is a central Angolan province known as a major population and cultural center, including for speakers of the South Mbundu (Umbundu) language.
-
D.
Huíla Province
Huíla Province is a southwestern region of Angola known for its highland landscapes, agricultural activity, and the city of Lubango as its capital.
-
E.
Sajama Province
Sajama Province is a remote administrative region in western Bolivia’s Oruro Department, best known for encompassing Nevado Sajama and the surrounding high-altitude Andean 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_69fd5bbd7cb881908b33b3aae4243f2e |
completed | May 8, 2026, 3:42 a.m. |
Created at: April 10, 2026, 1:15 a.m.