Triple

T2779466
Position Surface form Disambiguated ID Type / Status
Subject Ethiopian Empire E61656 entity
Predicate successorState P3025 FINISHED
Object Provisional Military Government of Socialist Ethiopia
The Provisional Military Government of Socialist Ethiopia was the Marxist-Leninist military junta, commonly known as the Derg, that ruled Ethiopia after overthrowing the imperial monarchy in the 1970s.
E298149 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: Provisional Military Government of Socialist Ethiopia | Statement: [Ethiopian Empire, successorState, Provisional Military Government of Socialist Ethiopia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Provisional Military Government of Socialist Ethiopia
Context triple: [Ethiopian Empire, successorState, Provisional Military Government of Socialist Ethiopia]
  • A. Ethiopian People's Revolutionary Democratic Front
    The Ethiopian People's Revolutionary Democratic Front was a coalition of rebel groups that became Ethiopia's dominant ruling party after overthrowing the Derg regime in 1991 and governed the country until 2019.
  • B. Government of Ethiopia
    The Government of Ethiopia is the federal authority that administers the Federal Democratic Republic of Ethiopia, overseeing national policy, governance, and public institutions across the country.
  • C. Ethiopian People's Revolutionary Party
    The Ethiopian People's Revolutionary Party was a Marxist-Leninist political organization and guerrilla group that played a major role in opposing the Derg military regime during the Ethiopian Civil War.
  • D. Ministry of Defense of Ethiopia
    The Ministry of Defense of Ethiopia is the federal government body responsible for formulating defense policy, overseeing the Ethiopian National Defense Forces, and managing the country’s overall military affairs.
  • E. Tigray People's Liberation Front
    The Tigray People's Liberation Front is a regional political party and former rebel movement in Ethiopia that has played a central role in Tigrayan politics and multiple armed conflicts with the federal government.
  • 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: Provisional Military Government of Socialist Ethiopia
Triple: [Ethiopian Empire, successorState, Provisional Military Government of Socialist Ethiopia]
Generated description
The Provisional Military Government of Socialist Ethiopia was the Marxist-Leninist military junta, commonly known as the Derg, that ruled Ethiopia after overthrowing the imperial monarchy in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Provisional Military Government of Socialist Ethiopia
Target entity description: The Provisional Military Government of Socialist Ethiopia was the Marxist-Leninist military junta, commonly known as the Derg, that ruled Ethiopia after overthrowing the imperial monarchy in the 1970s.
  • A. Ethiopian People's Revolutionary Democratic Front
    The Ethiopian People's Revolutionary Democratic Front was a coalition of rebel groups that became Ethiopia's dominant ruling party after overthrowing the Derg regime in 1991 and governed the country until 2019.
  • B. Government of Ethiopia
    The Government of Ethiopia is the federal authority that administers the Federal Democratic Republic of Ethiopia, overseeing national policy, governance, and public institutions across the country.
  • C. Ethiopian People's Revolutionary Party
    The Ethiopian People's Revolutionary Party was a Marxist-Leninist political organization and guerrilla group that played a major role in opposing the Derg military regime during the Ethiopian Civil War.
  • D. Ministry of Defense of Ethiopia
    The Ministry of Defense of Ethiopia is the federal government body responsible for formulating defense policy, overseeing the Ethiopian National Defense Forces, and managing the country’s overall military affairs.
  • E. Tigray People's Liberation Front
    The Tigray People's Liberation Front is a regional political party and former rebel movement in Ethiopia that has played a central role in Tigrayan politics and multiple armed conflicts with the federal government.
  • 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_69ab4b7e43c48190997b8fc8fb1663ab completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd97e9988190a9065a70b878a675 completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc05cf84881908e771471dbda4c8d completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc1f3741c8190a806f8cc14fc6334 completed March 10, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69afc24c63188190a51f5ae9f2955f0a completed March 10, 2026, 7:03 a.m.
Created at: March 6, 2026, 9:57 p.m.