Triple

T6584577
Position Surface form Disambiguated ID Type / Status
Subject Derg E159188 entity
Predicate ideology P496 FINISHED
Object Ethiopian socialism
Ethiopian socialism was a Marxist-Leninist-inspired, state-led development and governance model implemented in Ethiopia under the Derg regime, characterized by land nationalization, central planning, and authoritarian rule.
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: Ethiopian socialism | Statement: [Derg, ideology, Ethiopian socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopian socialism
Context triple: [Derg, ideology, Ethiopian socialism]
  • A. 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.
  • B. African socialism
    African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • C. Eritrean nationalism
    Eritrean nationalism is a political and cultural movement centered on the distinct identity, self-determination, and independence of the Eritrean people, particularly in opposition to Ethiopian rule.
  • D. 1974 Ethiopian Revolution
    The 1974 Ethiopian Revolution was a popular uprising and military coup that overthrew Emperor Haile Selassie, ended the Ethiopian monarchy, and led to the establishment of a Marxist-Leninist military regime.
  • E. 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.
  • 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: Ethiopian socialism
Triple: [Derg, ideology, Ethiopian socialism]
Generated description
Ethiopian socialism was a Marxist-Leninist-inspired, state-led development and governance model implemented in Ethiopia under the Derg regime, characterized by land nationalization, central planning, and authoritarian rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ethiopian socialism
Target entity description: Ethiopian socialism was a Marxist-Leninist-inspired, state-led development and governance model implemented in Ethiopia under the Derg regime, characterized by land nationalization, central planning, and authoritarian rule.
  • A. Provisional Military Government of Socialist Ethiopia chosen
    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.
  • B. African socialism
    African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • C. Eritrean nationalism
    Eritrean nationalism is a political and cultural movement centered on the distinct identity, self-determination, and independence of the Eritrean people, particularly in opposition to Ethiopian rule.
  • D. 1974 Ethiopian Revolution
    The 1974 Ethiopian Revolution was a popular uprising and military coup that overthrew Emperor Haile Selassie, ended the Ethiopian monarchy, and led to the establishment of a Marxist-Leninist military regime.
  • E. 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.
  • F. None of above.

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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeacbde08190a2e4e82cd12bc43f completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbaafed8819096423d47dd4375a7 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd08a9c88190a481d4d3f8e680bf completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdc859cc8190bbae2efc39409021 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:54 p.m.