Triple

T9446748
Position Surface form Disambiguated ID Type / Status
Subject Tigray War E227783 entity
Predicate belligerent P375 FINISHED
Object Oromo Liberation Army
The Oromo Liberation Army is an armed insurgent group in Ethiopia that seeks greater autonomy or independence for the Oromo people and has been involved in multiple internal conflicts in the country.
E800681 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: Oromo Liberation Army | Statement: [Tigray War, belligerent, Oromo Liberation Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oromo Liberation Army
Context triple: [Tigray War, belligerent, Oromo Liberation Army]
  • A. Oromo Liberation Front
    The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
  • B. 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.
  • C. Eritrean Liberation Front
    The Eritrean Liberation Front was a nationalist rebel organization that led the early armed struggle for Eritrea’s independence from Ethiopia beginning in the 1960s.
  • D. Eritrean People's Liberation Front
    The Eritrean People's Liberation Front was a Marxist-inspired rebel organization that led the armed struggle for Eritrea's independence from Ethiopia, ultimately becoming the country's ruling party after victory.
  • E. National Liberation Army
    The National Liberation Army is the military wing of the National Liberation Front, responsible for conducting its armed struggle and guerrilla operations.
  • 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: Oromo Liberation Army
Triple: [Tigray War, belligerent, Oromo Liberation Army]
Generated description
The Oromo Liberation Army is an armed insurgent group in Ethiopia that seeks greater autonomy or independence for the Oromo people and has been involved in multiple internal conflicts in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oromo Liberation Army
Target entity description: The Oromo Liberation Army is an armed insurgent group in Ethiopia that seeks greater autonomy or independence for the Oromo people and has been involved in multiple internal conflicts in the country.
  • A. Oromo Liberation Front
    The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
  • B. 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.
  • C. Eritrean Liberation Front
    The Eritrean Liberation Front was a nationalist rebel organization that led the early armed struggle for Eritrea’s independence from Ethiopia beginning in the 1960s.
  • D. Eritrean People's Liberation Front
    The Eritrean People's Liberation Front was a Marxist-inspired rebel organization that led the armed struggle for Eritrea's independence from Ethiopia, ultimately becoming the country's ruling party after victory.
  • E. National Liberation Army
    The National Liberation Army is the military wing of the National Liberation Front, responsible for conducting its armed struggle and guerrilla operations.
  • 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_69ca8439f8bc8190997f2ef40c9f0bc2 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f35394c8190aa77528dabd6139c completed April 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12268429c8190bf2fd0f3ea4dac4a completed April 4, 2026, 2:38 p.m.
NEDg Description generation batch_69d1235eccb88190943355bdc4e3a873 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123e548e88190a85c8b3822879b72 completed April 4, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:51 p.m.