Triple
T10327322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo Liberation Front |
E242791
|
entity |
| Predicate | languageOfCommunication |
P4185
|
FINISHED |
| Object | Afaan Oromo |
E41327
|
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: Afaan Oromo | Statement: [Oromo Liberation Front, languageOfCommunication, Afaan Oromo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afaan Oromo Context triple: [Oromo Liberation Front, languageOfCommunication, Afaan Oromo]
-
A.
Amharic
Amharic is a Semitic language widely spoken in Ethiopia and used as a major language of government, education, and media in the country.
-
B.
Oromo
chosen
Oromo is a Cushitic language widely spoken by the Oromo people, primarily in Ethiopia and parts of neighboring East African countries.
-
C.
Tigrinya
Tigrinya is a Semitic language spoken primarily in Eritrea and northern Ethiopia, serving as a major language of communication, education, and media in the region.
-
D.
Ethiopian
Ethiopian refers to a person from Ethiopia or of Ethiopian descent, associated with the country's distinct cultures, languages, and history in the Horn of Africa.
-
E.
Afaan Orma
Afaan Orma is the native language of the Orma people, a Cushitic-speaking community primarily found in Kenya.
- 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_69d381af787481908bc401325c760a88 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d7ce69b881909f27d97c90643634 |
completed | April 7, 2026, 10:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71dafa9308190ae0d3c34ba0c58b1 |
completed | April 9, 2026, 3:31 a.m. |
Created at: April 6, 2026, 11:51 a.m.