Triple
T18198151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kingdom of Busoga |
E435713
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Bantu cultural area
The Bantu cultural area is a broad region of sub-Saharan Africa characterized by Bantu-speaking peoples who share related languages, agricultural traditions, and social and artistic practices.
|
E1311738
|
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 cultural area | Statement: [Kingdom of Busoga, partOf, Bantu cultural area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu cultural area Context triple: [Kingdom of Busoga, partOf, Bantu cultural area]
-
A.
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.
-
B.
Eastern Bantu
Eastern Bantu is a major subgroup of the Bantu languages spoken primarily in eastern and parts of central and southern Africa, encompassing numerous related languages and dialects.
-
C.
Southern Bantu area
The Southern Bantu area is a major linguistic region in southern Africa characterized by closely related Bantu languages that share common structural and historical features.
-
D.
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.
-
E.
Bantu zone A
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central 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 cultural area Triple: [Kingdom of Busoga, partOf, Bantu cultural area]
Generated description
The Bantu cultural area is a broad region of sub-Saharan Africa characterized by Bantu-speaking peoples who share related languages, agricultural traditions, and social and artistic practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu cultural area Target entity description: The Bantu cultural area is a broad region of sub-Saharan Africa characterized by Bantu-speaking peoples who share related languages, agricultural traditions, and social and artistic practices.
-
A.
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.
-
B.
Eastern Bantu
Eastern Bantu is a major subgroup of the Bantu languages spoken primarily in eastern and parts of central and southern Africa, encompassing numerous related languages and dialects.
-
C.
Southern Bantu area
The Southern Bantu area is a major linguistic region in southern Africa characterized by closely related Bantu languages that share common structural and historical features.
-
D.
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.
-
E.
Bantu zone A
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e0d47f1c819082eec59492497797 |
completed | April 19, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03980f600c819099f3fb14744f8afa |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a0398fb7fb481908a32c56a798d81fd |
completed | May 12, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039a2b85888190bbcae1ba9d8ba715 |
completed | May 12, 2026, 9:22 p.m. |
Created at: April 10, 2026, 10:31 a.m.