Triple

T15786874
Position Surface form Disambiguated ID Type / Status
Subject Horn of Africa conflicts E382758 entity
Predicate hasPart P35 FINISHED
Object Insurgency in Oromia
Insurgency in Oromia is an ongoing armed conflict in Ethiopia’s Oromia region involving Oromo rebel groups fighting the federal government over political, economic, and cultural grievances.
E1176172 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: Insurgency in Oromia | Statement: [Horn of Africa conflicts, hasPart, Insurgency in Oromia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Insurgency in Oromia
Context triple: [Horn of Africa conflicts, hasPart, Insurgency in Oromia]
  • A. Tigray War
    The Tigray War was a devastating armed conflict in northern Ethiopia from 2020 to 2022 involving federal and regional forces, marked by widespread atrocities, famine, and a severe humanitarian crisis.
  • B. Somali Region insurgency
    The Somali Region insurgency is a long-running armed conflict in Ethiopia’s Somali (Ogaden) Region involving separatist rebels and the Ethiopian government over autonomy, resources, and political rights.
  • C. Red Terror campaign in Ethiopia
    The Red Terror campaign in Ethiopia was a brutal late-1970s political repression and mass killing drive by the Derg military regime targeting real and perceived opponents, marked by widespread executions, disappearances, and human rights abuses.
  • D. Ethiopian Civil War
    The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
  • E. Casamance conflict
    The Casamance conflict is a long-running low-intensity separatist insurgency in southern Senegal, where rebels have sought independence from the central government since the early 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: Insurgency in Oromia
Triple: [Horn of Africa conflicts, hasPart, Insurgency in Oromia]
Generated description
Insurgency in Oromia is an ongoing armed conflict in Ethiopia’s Oromia region involving Oromo rebel groups fighting the federal government over political, economic, and cultural grievances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Insurgency in Oromia
Target entity description: Insurgency in Oromia is an ongoing armed conflict in Ethiopia’s Oromia region involving Oromo rebel groups fighting the federal government over political, economic, and cultural grievances.
  • A. Tigray War
    The Tigray War was a devastating armed conflict in northern Ethiopia from 2020 to 2022 involving federal and regional forces, marked by widespread atrocities, famine, and a severe humanitarian crisis.
  • B. Somali Region insurgency
    The Somali Region insurgency is a long-running armed conflict in Ethiopia’s Somali (Ogaden) Region involving separatist rebels and the Ethiopian government over autonomy, resources, and political rights.
  • C. Red Terror campaign in Ethiopia
    The Red Terror campaign in Ethiopia was a brutal late-1970s political repression and mass killing drive by the Derg military regime targeting real and perceived opponents, marked by widespread executions, disappearances, and human rights abuses.
  • D. Ethiopian Civil War
    The Ethiopian Civil War was a protracted conflict from 1974 to 1991 between the Marxist Derg regime and various rebel groups, which devastated the country and led to the overthrow of Ethiopia’s military government.
  • E. Casamance conflict
    The Casamance conflict is a long-running low-intensity separatist insurgency in southern Senegal, where rebels have sought independence from the central government since the early 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0540380448190a025338f0e62e6d1 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a6365c8190833431cf079b21fb completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff916638048190ad4a6c85da9cef9d completed May 9, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69ff91cf6f7c81908361f85c9a98ae80 completed May 9, 2026, 7:58 p.m.
Created at: April 10, 2026, 4:48 a.m.