Triple

T8686721
Position Surface form Disambiguated ID Type / Status
Subject Qubee orthography E206177 entity
Predicate associatedWithMovement P2459 FINISHED
Object Oromo language rights movement
The Oromo language rights movement is a sociopolitical campaign advocating for the recognition, preservation, and full public use of the Oromo language and culture in Ethiopia and the Horn of Africa.
E751371 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 language rights movement | Statement: [Qubee orthography, associatedWithMovement, Oromo language rights movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oromo language rights movement
Context triple: [Qubee orthography, associatedWithMovement, Oromo language rights movement]
  • 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. Ethiopian African Black International Congress
    The Ethiopian African Black International Congress, also known as Bobo Ashanti, is a Rastafarian mansion and religious movement emphasizing African repatriation, black liberation, and strict spiritual and cultural practices.
  • 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. Somali peace movement
    The Somali peace movement is a grassroots civil society initiative focused on promoting reconciliation, conflict resolution, and nonviolent political solutions in Somalia, often led and shaped by women activists.
  • E. Oromo people
    The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
  • 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 language rights movement
Triple: [Qubee orthography, associatedWithMovement, Oromo language rights movement]
Generated description
The Oromo language rights movement is a sociopolitical campaign advocating for the recognition, preservation, and full public use of the Oromo language and culture in Ethiopia and the Horn of Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oromo language rights movement
Target entity description: The Oromo language rights movement is a sociopolitical campaign advocating for the recognition, preservation, and full public use of the Oromo language and culture in Ethiopia and the Horn of Africa.
  • 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. Ethiopian African Black International Congress
    The Ethiopian African Black International Congress, also known as Bobo Ashanti, is a Rastafarian mansion and religious movement emphasizing African repatriation, black liberation, and strict spiritual and cultural practices.
  • 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. Somali peace movement
    The Somali peace movement is a grassroots civil society initiative focused on promoting reconciliation, conflict resolution, and nonviolent political solutions in Somalia, often led and shaped by women activists.
  • E. Oromo people
    The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
  • 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_69ca835481fc819084e33d3bc883bfa6 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5730309081909a9a0256c9bf5f8f completed March 31, 2026, 11:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3cd888c81909fb1ece99988db36 completed April 2, 2026, 10:55 p.m.
NEDg Description generation batch_69cef521010081908815779c0bd2aac9 completed April 2, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69cef727ea088190bf40eaf5424ae864 completed April 2, 2026, 11:09 p.m.
Created at: March 30, 2026, 6:33 p.m.