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

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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)

Stage Batch ID Job type Status
creating batch_69d381af787481908bc401325c760a88 elicitation completed
NER batch_69d4d7ce69b881909f27d97c90643634 ner completed
NED1 batch_69d71dafa9308190ae0d3c34ba0c58b1 ned_source_triple completed
Created at: April 6, 2026, 11:51 a.m.