Triple

T9583176
Position Surface form Disambiguated ID Type / Status
Subject Ogaden conflict E231222 entity
Predicate opponent P437 FINISHED
Object Ethiopian federal government 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 government security forces | Statement: [Ogaden conflict, opponent, Ethiopian federal government security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ethiopian federal government security forces
Context triple: [Ogaden conflict, opponent, Ethiopian federal government security forces]
  • A. 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.
  • B. 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.
  • C. Ethiopian Special Forces
    The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
  • D. Ethiopian Republican Guard
    The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
  • 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_69ca848161688190a68d514a0a9d5129 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99cebaf081908033536a53fbf668 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d16176ccf081908eb079ddd762ba28 completed April 4, 2026, 7:07 p.m.
Created at: March 30, 2026, 8:06 p.m.