Triple

T15786876
Position Surface form Disambiguated ID Type / Status
Subject Horn of Africa conflicts E382758 entity
Predicate hasPart P35 FINISHED
Object Insurgency in Amhara region
The Insurgency in the Amhara region is an ongoing armed conflict in Ethiopia involving Amhara militias and government forces, rooted in ethnic tensions, political marginalization, and disputes over regional autonomy and territorial control.
 E1180271 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 Amhara region | Statement: [Horn of Africa conflicts, hasPart, Insurgency in Amhara region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Insurgency in Amhara region
Context triple: [Horn of Africa conflicts, hasPart, Insurgency in Amhara region]
  • A. Insurgency in Benishangul-Gumuz
    The Insurgency in Benishangul-Gumuz is an ongoing armed conflict in western Ethiopia involving ethnic militias and government forces, contributing to the broader instability in the Horn of Africa.
  • B. 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.
  • C. 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.
  • D. Berbera clashes
    The Berbera clashes were a key military confrontation in the late 1980s between Somaliland secessionist forces and the Somali government around the strategic port city of Berbera.
  • E. 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.
  • 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 Amhara region
Triple: [Horn of Africa conflicts, hasPart, Insurgency in Amhara region]
Generated description
The Insurgency in the Amhara region is an ongoing armed conflict in Ethiopia involving Amhara militias and government forces, rooted in ethnic tensions, political marginalization, and disputes over regional autonomy and territorial control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Insurgency in Amhara region
Target entity description: The Insurgency in the Amhara region is an ongoing armed conflict in Ethiopia involving Amhara militias and government forces, rooted in ethnic tensions, political marginalization, and disputes over regional autonomy and territorial control.
  • A. Insurgency in Benishangul-Gumuz
    The Insurgency in Benishangul-Gumuz is an ongoing armed conflict in western Ethiopia involving ethnic militias and government forces, contributing to the broader instability in the Horn of Africa.
  • B. 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.
  • C. 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.
  • D. Berbera clashes
    The Berbera clashes were a key military confrontation in the late 1980s between Somaliland secessionist forces and the Somali government around the strategic port city of Berbera.
  • E. 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.
  • 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_69ffa12d6f388190b61cdc7820ce6311 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:48 a.m.