Triple
T3222323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kimbundu |
E67538
|
entity |
| Predicate | hasNativeSpeakersIn |
P5231
|
FINISHED |
| Object |
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.
|
E343087
|
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: Bengo Province | Statement: [Kimbundu, hasNativeSpeakersIn, Bengo Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bengo Province Context triple: [Kimbundu, hasNativeSpeakersIn, Bengo Province]
-
A.
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.
-
B.
Loja Province
Loja Province is a region in southern Ecuador known for its mountainous landscapes, cultural heritage, and the city of Loja, a historic center of music and the arts.
-
C.
Wele-Nzas Province
Wele-Nzas Province is an inland province of Equatorial Guinea, known for its forested terrain and for containing the country’s administrative capital, Ciudad de la Paz.
-
D.
Tak Province
Tak Province is a mountainous region in western Thailand known for its diverse ethnic communities, including a significant Karen population, and its forests, waterfalls, and border trade with Myanmar.
-
E.
Ngounié Province
Ngounié Province is an inland administrative region in southwestern Gabon known for its forests, rivers, and ethnolinguistic diversity.
- 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: Bengo Province Triple: [Kimbundu, hasNativeSpeakersIn, Bengo Province]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bengo Province Target entity description: 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.
-
A.
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.
-
B.
Loja Province
Loja Province is a region in southern Ecuador known for its mountainous landscapes, cultural heritage, and the city of Loja, a historic center of music and the arts.
-
C.
Wele-Nzas Province
Wele-Nzas Province is an inland province of Equatorial Guinea, known for its forested terrain and for containing the country’s administrative capital, Ciudad de la Paz.
-
D.
Tak Province
Tak Province is a mountainous region in western Thailand known for its diverse ethnic communities, including a significant Karen population, and its forests, waterfalls, and border trade with Myanmar.
-
E.
Ngounié Province
Ngounié Province is an inland administrative region in southwestern Gabon known for its forests, rivers, and ethnolinguistic diversity.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adae196da8819086fdcf5d2b21a702 |
completed | March 8, 2026, 5:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28e9479fc819092442f50d0b883f8 |
completed | March 12, 2026, 9:59 a.m. |
| NEDg | Description generation | batch_69b2966f189c8190bb56daea54be8a93 |
completed | March 12, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6bf36988190b394766e9821047c |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:08 p.m.