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.