Triple
T14362372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Mbundu |
E356136
|
entity |
| Predicate | hasNativeSpeakersIn |
P5231
|
FINISHED |
| Object |
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.
|
E1094605
|
NE FINISHED |
How this triple was built (4 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: Huambo Province | Statement: [South Mbundu, hasNativeSpeakersIn, Huambo Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huambo Province Context triple: [South Mbundu, hasNativeSpeakersIn, Huambo Province]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Huambo Province Triple: [South Mbundu, hasNativeSpeakersIn, Huambo Province]
Generated description
Huambo Province is a central Angolan province known as a major population and cultural center, including for speakers of the South Mbundu (Umbundu) language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huambo Province Target entity description: Huambo Province is a central Angolan province known as a major population and cultural center, including for speakers of the South Mbundu (Umbundu) language.
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
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.
- F. None of above. chosen
Provenance (5 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_69fd4c4aba788190bd5ab8cbc772dcf1 |
completed | May 8, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fd4cd74d188190996367ab885c5531 |
completed | May 8, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4d5b489081908016e62d4db476ce |
completed | May 8, 2026, 2:41 a.m. |
Created at: April 10, 2026, 1:15 a.m.