Triple

T9709411
Position Surface form Disambiguated ID Type / Status
Subject Imperial Ethiopian Army E234983 entity
Predicate followedBy P78 FINISHED
Object Derg-era Ethiopian Army
The Derg-era Ethiopian Army was the military force of Ethiopia under the Marxist-Leninist Derg regime (1974–1991), known for its role in internal repression, counterinsurgency campaigns, and the protracted Ethiopian Civil War.
E816542 NE FINISHED

How this triple was built (4 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: Derg-era Ethiopian Army | Statement: [Imperial Ethiopian Army, followedBy, Derg-era Ethiopian Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Derg-era Ethiopian Army
Context triple: [Imperial Ethiopian Army, followedBy, Derg-era Ethiopian Army]
  • A. Imperial Ethiopian Army
    The Imperial Ethiopian Army was the land warfare branch of Ethiopia's military during the era of the Ethiopian Empire, playing a central role in defending the country's sovereignty and participating in regional conflicts until its dissolution in the late 20th century.
  • 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. Ethiopian Imperial Guard
    The Ethiopian Imperial Guard was an elite military unit that served as the personal guard and shock troops of Emperor Haile Selassie and the Ethiopian monarchy.
  • D. Armed Forces of Ethiopia
    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. Tigray Defense Forces
    The Tigray Defense Forces are an armed group formed from regional security and allied militias in Ethiopia’s Tigray region, known for leading the military resistance against the federal government and its allies during the Tigray conflict.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Derg-era Ethiopian Army
Triple: [Imperial Ethiopian Army, followedBy, Derg-era Ethiopian Army]
Generated description
The Derg-era Ethiopian Army was the military force of Ethiopia under the Marxist-Leninist Derg regime (1974–1991), known for its role in internal repression, counterinsurgency campaigns, and the protracted Ethiopian Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Derg-era Ethiopian Army
Target entity description: The Derg-era Ethiopian Army was the military force of Ethiopia under the Marxist-Leninist Derg regime (1974–1991), known for its role in internal repression, counterinsurgency campaigns, and the protracted Ethiopian Civil War.
  • A. Imperial Ethiopian Army
    The Imperial Ethiopian Army was the land warfare branch of Ethiopia's military during the era of the Ethiopian Empire, playing a central role in defending the country's sovereignty and participating in regional conflicts until its dissolution in the late 20th century.
  • 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. Ethiopian Imperial Guard
    The Ethiopian Imperial Guard was an elite military unit that served as the personal guard and shock troops of Emperor Haile Selassie and the Ethiopian monarchy.
  • D. Armed Forces of Ethiopia
    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. Tigray Defense Forces
    The Tigray Defense Forces are an armed group formed from regional security and allied militias in Ethiopia’s Tigray region, known for leading the military resistance against the federal government and its allies during the Tigray conflict.
  • F. None of above. chosen

Provenance (5 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_69ca84cd8fa0819090a5e243ceb37003 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9da7c6188190b086f7e411378268 completed April 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f8476e08190865700679069dee6 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a0e096648190b4babe3feb77dae7 completed April 4, 2026, 11:38 p.m.
NED2 Entity disambiguation (via description) batch_69d1a184af3081908ce2932218244e7d completed April 4, 2026, 11:40 p.m.
Created at: March 30, 2026, 8:19 p.m.