Triple
T7720586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaado language |
E174997
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object | Songhay |
E29015
|
NE FINISHED |
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: Songhay | Statement: [Kaado language, languageFamily, Songhay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Songhay Context triple: [Kaado language, languageFamily, Songhay]
-
A.
Humburi Senni Songhay
Humburi Senni Songhay is a Songhay language variety spoken primarily in parts of Mali along the Niger River.
-
B.
Banda-Ndélé
Banda-Ndélé is a Banda language variety spoken in the Central African Republic, primarily by the Banda-Ndélé ethnic group.
-
C.
Koyra Chiini Songhay
Koyra Chiini Songhay is a variety of the Songhay language spoken primarily along the Niger River in Mali, notably around Timbuktu.
-
D.
Nyimba
Nyimba is a town in eastern Zambia that lies along the Great East Road and serves as a local commercial and transit hub.
-
E.
Songhay languages
chosen
The Songhay languages are a group of closely related Nilo-Saharan languages spoken primarily along the Niger River in Mali, Niger, and neighboring West African countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702f0366c8190a78f0b03f090fc2c |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b517c64881908d24e8613dc33bf4 |
completed | March 29, 2026, 5:13 a.m. |
Created at: March 27, 2026, 4:05 p.m.