Triple
T6771682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guthrie classification of Niger-Congo |
E155058
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Bantu zone D
Bantu zone D is a subgroup of Bantu languages in the Guthrie classification system, comprising related languages spoken primarily in parts of Central Africa.
|
E620969
|
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 D | Statement: [Guthrie classification of Niger-Congo, hasPart, Bantu zone D]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu zone D Context triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone D]
-
A.
Bantu zone A
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
-
B.
Bantu zone C
Bantu zone C is a group of closely related Bantu languages within the Niger-Congo family, defined as one of the geographic-linguistic clusters in Malcolm Guthrie’s classification system.
-
C.
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.
-
D.
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.
-
E.
Western Kalanga
Western Kalanga is a regional variety of the Kalanga language spoken primarily in parts of southern Africa, distinguished by its own phonological and lexical features.
- 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 D Triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone D]
Generated description
Bantu zone D is a subgroup of Bantu languages in the Guthrie classification system, comprising related languages spoken primarily in parts of Central Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu zone D Target entity description: Bantu zone D is a subgroup of Bantu languages in the Guthrie classification system, comprising related languages spoken primarily in parts of Central Africa.
-
A.
Bantu zone A
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
-
B.
Bantu zone C
Bantu zone C is a group of closely related Bantu languages within the Niger-Congo family, defined as one of the geographic-linguistic clusters in Malcolm Guthrie’s classification system.
-
C.
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.
-
D.
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.
-
E.
Western Kalanga
Western Kalanga is a regional variety of the Kalanga language spoken primarily in parts of southern Africa, distinguished by its own phonological and lexical features.
- 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_69c723c67dc08190b21138488c80733a |
completed | March 28, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69c724691b8081908975aec09e25dec2 |
completed | March 28, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c724bbe8f88190b2abe734b267aea7 |
completed | March 28, 2026, 12:45 a.m. |
Created at: March 27, 2026, 2:13 p.m.