Triple
T21053663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ruvu languages |
E518651
|
entity |
| Predicate | shareInnovationsWith |
P66686
|
FINISHED |
| Object | Guthrie G30 Bantu languages |
—
|
NE NERFINISHED |
How this triple was built (3 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: Guthrie G30 Bantu languages | Statement: [Ruvu languages, shareInnovationsWith, Guthrie G30 Bantu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guthrie G30 Bantu languages Context triple: [Ruvu languages, shareInnovationsWith, Guthrie G30 Bantu languages]
-
A.
Guthrie classification of Bantu languages
chosen
The Guthrie classification of Bantu languages is a widely used geographic-typological system that groups Bantu languages into labeled zones and subzones for comparative and referential purposes.
-
B.
Bantu K languages
Bantu K languages are a subgroup of the Bantu language family spoken primarily in parts of Central and Southern Africa, known for their shared grammatical structures and noun class systems.
-
C.
Bantu T languages
Bantu T languages are a subgroup of Bantu languages spoken primarily in parts of southern and eastern Africa, characterized by shared phonological and grammatical features within the wider Niger-Congo language family.
-
D.
Guthrie Zone G40–G50 languages
The Guthrie Zone G40–G50 languages are a subgroup of Northeast Coast Bantu languages spoken primarily along the coastal regions of East Africa, notably in parts of Tanzania and Kenya.
-
E.
Great Lakes Bantu languages
The Great Lakes Bantu languages are a group of closely related Bantu languages spoken around Africa’s Great Lakes region, including languages such as Kirundi, Kinyarwanda, and Luganda.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: shareInnovationsWith Context triple: [Ruvu languages, shareInnovationsWith, Guthrie G30 Bantu languages]
-
A.
sharesInnovationWith
chosen
Indicates that one entity shares or exchanges innovative ideas, methods, or technologies with another entity.
-
B.
sharesTechnologyWith
Indicates that one entity provides, exchanges, or jointly uses technology with another entity.
-
C.
sharesPlatformWith
Indicates that two entities operate on, are available through, or participate within the same platform or system.
-
D.
sharesUniverseWith
Indicates that two entities exist within the same fictional or narrative universe, implying shared continuity, setting, or canon.
-
E.
sharesPowerWith
Indicates that two or more entities jointly hold, exercise, or distribute authority or control in a shared manner.
- F. None of above.
Provenance (3 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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7e087c81908712ddc63e8b1e6c |
completed | April 21, 2026, 4:30 a.m. |
| PD | Predicate disambiguation | batch_69e5dbf6728881908a2a43a5c8804a2a |
completed | April 20, 2026, 7:55 a.m. |
Created at: April 16, 2026, 2:36 p.m.