Triple
T21635464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Merina Malagasy |
E533946
|
entity |
| Predicate | hasLoanwordsFrom |
P506
|
FINISHED |
| Object | Bantu Swahili |
—
|
NE NERFINISHED |
How this triple was built (2 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 Swahili | Statement: [Merina Malagasy, hasLoanwordsFrom, Bantu Swahili]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu Swahili Context triple: [Merina Malagasy, hasLoanwordsFrom, Bantu Swahili]
-
A.
Swahili language
chosen
Swahili is a major Bantu language widely spoken in East and Central Africa, serving as a regional lingua franca and an official language in several countries including Tanzania and Kenya.
-
B.
Central Bantu languages
Central Bantu languages are a major subgroup of the Bantu language family spoken primarily in central Africa, encompassing numerous closely related languages with shared linguistic features.
-
C.
Northeast Bantu
Northeast Bantu is a subgroup of Bantu languages spoken in parts of East Africa, encompassing several closely related languages including Kerewe.
-
D.
Rufiji–Ruvuma languages
The Rufiji–Ruvuma languages are a subgroup of Bantu languages spoken in southeastern Tanzania and northern Mozambique, characterized by shared phonological and grammatical features that distinguish them within the wider Bantu family.
-
E.
Gikuyu
Gikuyu is an alternative name for the Kikuyu, the largest ethnic group in Kenya known for their Bantu language and significant cultural and political influence in the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c465ae7481908577b7209fdb2a77 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef538c5fbc8190a3316cf91f9516dc |
completed | April 27, 2026, 12:16 p.m. |
Created at: April 16, 2026, 6:35 p.m.