Triple
T6771679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guthrie classification of Niger-Congo |
E155058
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Bantu zone A
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
|
E618745
|
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: Bantu zone A | Statement: [Guthrie classification of Niger-Congo, hasPart, Bantu zone A]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu zone A Context triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone A]
-
A.
Zambezian region
The Zambezian region is a major biogeographical zone in south-central Africa characterized by extensive miombo woodlands, savannas, and rich biodiversity spanning several countries.
-
B.
Grassfields region
The Grassfields region is a highland area in western Cameroon known for its dense linguistic diversity, including the Nyang and other related languages, as well as rich cultural traditions.
-
C.
Central Bantu
Central Bantu refers to a major subgroup of Bantu languages spoken primarily in central Africa, closely related linguistically and historically to the Southern Bantu languages.
-
D.
Bas-Congo
Bas-Congo, now known as Kongo Central Province, is a western region of the Democratic Republic of the Congo bordering the Atlantic Ocean and Angola, historically significant as part of the Kingdom of Kongo.
-
E.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
- 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: Bantu zone A Triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone A]
Generated description
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu zone A Target entity description: Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
-
A.
Zambezian region
The Zambezian region is a major biogeographical zone in south-central Africa characterized by extensive miombo woodlands, savannas, and rich biodiversity spanning several countries.
-
B.
Grassfields region
The Grassfields region is a highland area in western Cameroon known for its dense linguistic diversity, including the Nyang and other related languages, as well as rich cultural traditions.
-
C.
Central Bantu
Central Bantu refers to a major subgroup of Bantu languages spoken primarily in central Africa, closely related linguistically and historically to the Southern Bantu languages.
-
D.
Bas-Congo
Bas-Congo, now known as Kongo Central Province, is a western region of the Democratic Republic of the Congo bordering the Atlantic Ocean and Angola, historically significant as part of the Kingdom of Kongo.
-
E.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
- 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_69c68812ef7c819099369f51febb725c |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2496fa08190895d8b625fb0d699 |
completed | March 27, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c712c75b9c819099b0be616925a0b9 |
completed | March 27, 2026, 11:29 p.m. |
| NEDg | Description generation | batch_69c7135106288190b5b20523c3efa229 |
completed | March 27, 2026, 11:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7141cd52c8190a783590ad1067840 |
completed | March 27, 2026, 11:34 p.m. |
Created at: March 27, 2026, 2:13 p.m.