Triple

T10184896
Position Surface form Disambiguated ID Type / Status
Subject Mengistu Haile Mariam E236882 entity
Predicate ideology P496 FINISHED
Object Ethiopian socialism
Ethiopian socialism was a Marxist-Leninist-inspired state ideology developed in Ethiopia under Mengistu Haile Mariam, combining centralized authoritarian rule with land nationalization and attempts at revolutionary social transformation.
E847731 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: [Mengistu Haile Mariam, ideology, Ethiopian socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopian socialism
Context triple: [Mengistu Haile Mariam, 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. Workers' Party of Ethiopia government
    The Workers' Party of Ethiopia government was the Marxist-Leninist civilian regime that succeeded the Derg military junta and ruled Ethiopia under a one-party socialist system in the 1980s.
  • 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: [Mengistu Haile Mariam, ideology, Ethiopian socialism]
Generated description
Ethiopian socialism was a Marxist-Leninist-inspired state ideology developed in Ethiopia under Mengistu Haile Mariam, combining centralized authoritarian rule with land nationalization and attempts at revolutionary social transformation.
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 ideology developed in Ethiopia under Mengistu Haile Mariam, combining centralized authoritarian rule with land nationalization and attempts at revolutionary social transformation.
  • 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. Workers' Party of Ethiopia government
    The Workers' Party of Ethiopia government was the Marxist-Leninist civilian regime that succeeded the Derg military junta and ruled Ethiopia under a one-party socialist system in the 1980s.
  • 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_69ca84d7260c8190bfbec36762943f37 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cded36e9808190b385c5aec4889e00 completed April 2, 2026, 4:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317a4d99c8190941322d3de2998f5 completed April 6, 2026, 2:17 a.m.
NEDg Description generation batch_69d31bafe69881909c7cc6180354d84a completed April 6, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69d31c106c90819084c47bc0b70ddbd3 completed April 6, 2026, 2:36 a.m.
Created at: March 30, 2026, 9:12 p.m.