Triple
T10327339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo Liberation Front |
E242791
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object | Ethiopian federal security forces |
E42982
|
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: Ethiopian federal security forces | Statement: [Oromo Liberation Front, opposedBy, Ethiopian federal security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ethiopian federal security forces Context triple: [Oromo Liberation Front, opposedBy, Ethiopian federal security forces]
-
A.
Ethiopian Special Forces
The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
-
B.
Ethiopian Republican Guard
The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
-
C.
Amhara regional forces
The Amhara regional forces are a paramilitary security force from Ethiopia’s Amhara Region that played a major role alongside federal troops in the Tigray War and in regional territorial disputes.
-
D.
Armed Forces of Ethiopia
chosen
The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition operations.
-
E.
Ethiopian National Defense Force General Staff
The Ethiopian National Defense Force General Staff is the central high command responsible for planning, directing, and coordinating all branches of Ethiopia’s armed forces.
- 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.