Triple
T23165309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koti language |
E578696
|
entity |
| Predicate | subfamilyOf |
P1244
|
FINISHED |
| Object | Makua languages |
—
|
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: Makua languages | Statement: [Koti language, subfamilyOf, Makua languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makua languages Context triple: [Koti language, subfamilyOf, Makua languages]
-
A.
Makua languages
chosen
The Makua languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
-
B.
Makira languages
The Makira languages are a group of closely related Oceanic languages spoken primarily on Makira (San Cristobal) and nearby islands in the Solomon Islands.
-
C.
Kamuku languages
The Kamuku languages are a small group of closely related Benue–Congo languages spoken primarily by the Kamuku people of northwestern Nigeria.
-
D.
Makaa–Njem languages
The Makaa–Njem languages are a group of closely related Bantu languages spoken primarily in southern Cameroon, Gabon, and neighboring Central African regions.
-
E.
Malaita languages
Malaita languages are a subgroup of Oceanic languages spoken primarily on Malaita Island in the Solomon Islands, known for their diversity and significance within the Southeast Solomonic branch.
- 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_69e245fc75348190a0288401044c8af8 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f2bca4881909f6148d588948018 |
completed | April 29, 2026, 4:55 a.m. |
Created at: April 17, 2026, 4:03 p.m.