Triple

T9446744
Position Surface form Disambiguated ID Type / Status
Subject Tigray War E227783 entity
Predicate belligerent P375 FINISHED
Object Tigray Defense Forces
The Tigray Defense Forces are an armed group formed from regional security and allied militias in Ethiopia’s Tigray region, known for leading the military resistance against the federal government and its allies during the Tigray conflict.
E801991 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: Tigray Defense Forces | Statement: [Tigray War, belligerent, Tigray Defense Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tigray Defense Forces
Context triple: [Tigray War, belligerent, Tigray Defense Forces]
  • A. Ethiopian Republican Guard
    The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
  • B. Amhara regional forces
    The Amhara regional forces are a paramilitary security force from Ethiopia’s Amhara Region that played a major role alongside federal troops in the Tigray War and in regional territorial disputes.
  • C. Ethiopian Special Forces
    The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
  • D. Imperial Ethiopian Army
    The Imperial Ethiopian Army was the land warfare branch of Ethiopia's military during the era of the Ethiopian Empire, playing a central role in defending the country's sovereignty and participating in regional conflicts until its dissolution in the late 20th century.
  • E. Armed Forces of Ethiopia
    The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition 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: Tigray Defense Forces
Triple: [Tigray War, belligerent, Tigray Defense Forces]
Generated description
The Tigray Defense Forces are an armed group formed from regional security and allied militias in Ethiopia’s Tigray region, known for leading the military resistance against the federal government and its allies during the Tigray conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tigray Defense Forces
Target entity description: The Tigray Defense Forces are an armed group formed from regional security and allied militias in Ethiopia’s Tigray region, known for leading the military resistance against the federal government and its allies during the Tigray conflict.
  • A. Ethiopian Republican Guard
    The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
  • B. Amhara regional forces
    The Amhara regional forces are a paramilitary security force from Ethiopia’s Amhara Region that played a major role alongside federal troops in the Tigray War and in regional territorial disputes.
  • C. Ethiopian Special Forces
    The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
  • D. Imperial Ethiopian Army
    The Imperial Ethiopian Army was the land warfare branch of Ethiopia's military during the era of the Ethiopian Empire, playing a central role in defending the country's sovereignty and participating in regional conflicts until its dissolution in the late 20th century.
  • E. Armed Forces of Ethiopia
    The Armed Forces of Ethiopia are the national military of Ethiopia, responsible for the country’s defense and participation in international peacekeeping and coalition 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_69d12cd9ae548190bf985c72196eb0bd completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12dcae2088190bdb4ebac9021e622 completed April 4, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69d12e4077a4819094e86eb0de69b2ed completed April 4, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:51 p.m.