Triple
T8771691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo people |
E208476
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Arsi Oromo |
E206179
|
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: Arsi Oromo | Statement: [Oromo people, hasSubgroup, Arsi Oromo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arsi Oromo Context triple: [Oromo people, hasSubgroup, Arsi Oromo]
-
A.
Hararghe Oromo
Hararghe Oromo are a regional subgroup of the Oromo people primarily inhabiting Ethiopia’s Hararghe area, known for their distinct dialect and cultural traditions within the broader Oromo community.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Borana-Arsi-Guji
chosen
Borana-Arsi-Guji is a major dialect cluster of the Oromo language spoken primarily in southern Ethiopia and northern Kenya.
-
D.
Hirshabelle
Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
-
E.
Gamo-Gofa-Dawro
Gamo-Gofa-Dawro is a cluster of closely related Omotic languages spoken primarily in southwestern Ethiopia.
- 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_69ca835edb4481909b4aafb616dc5eb7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f2c54c08190a904723d1f0527a4 |
completed | March 31, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf88f4d35c81908de1fd713a5b2008 |
completed | April 3, 2026, 9:31 a.m. |
Created at: March 30, 2026, 6:41 p.m.