Triple
T20765312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Ethiopia |
E511079
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object | Gamo-Gofa-Dawro 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: Gamo-Gofa-Dawro languages | Statement: [Southern Ethiopia, hasLanguage, Gamo-Gofa-Dawro languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gamo-Gofa-Dawro languages Context triple: [Southern Ethiopia, hasLanguage, Gamo-Gofa-Dawro languages]
-
A.
Gamo-Gofa-Dawro languages
chosen
The Gamo-Gofa-Dawro languages are a group of closely related Omotic languages spoken primarily by the Gamo, Gofa, and Dawro peoples in southwestern Ethiopia.
-
B.
Gurage languages
The Gurage languages are a group of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central and southwestern Ethiopia.
-
C.
Omotik–Datooga languages
The Omotik–Datooga languages are a small subgroup of Southern Nilotic languages spoken by pastoralist communities in parts of Kenya and Tanzania.
-
D.
Gumuz languages
Gumuz languages are a small group of closely related, under-documented languages spoken primarily by the Gumuz people in parts of Ethiopia and Sudan.
-
E.
Oromic languages
The Oromic languages are a branch of the Cushitic language family spoken primarily by the Oromo people across Ethiopia and parts of neighboring countries.
- 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_69e0b4ca01148190ac018e57e0cab46f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c24bde0c8190b46986b89bf2e037 |
completed | April 21, 2026, 12:18 a.m. |
Created at: April 16, 2026, 12:36 p.m.