Triple

T4581876
Position Surface form Disambiguated ID Type / Status
Subject Serkalem Fasil E101872 entity
Predicate detainedBy P6463 FINISHED
Object Ethiopian security forces
Ethiopian security forces are the state’s military and police apparatus in Ethiopia, responsible for internal security, law enforcement, and the suppression of political dissent.
E42982 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: Ethiopian security forces | Statement: [Serkalem Fasil, detainedBy, Ethiopian security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopian security forces
Context triple: [Serkalem Fasil, detainedBy, Ethiopian security forces]
  • A. Ethiopian Special Forces
    The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
  • B. 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.
  • C. Ethiopian Republican Guard
    The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
  • 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. Somaliland forces
    Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
  • 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: Ethiopian security forces
Triple: [Serkalem Fasil, detainedBy, Ethiopian security forces]
Generated description
Ethiopian security forces are the state’s military and police apparatus in Ethiopia, responsible for internal security, law enforcement, and the suppression of political dissent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ethiopian security forces
Target entity description: Ethiopian security forces are the state’s military and police apparatus in Ethiopia, responsible for internal security, law enforcement, and the suppression of political dissent.
  • A. Ethiopian Special Forces
    The Ethiopian Special Forces are elite military units of Ethiopia trained and equipped for high-risk, specialized combat and security operations.
  • B. Armed Forces of Ethiopia chosen
    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.
  • C. Ethiopian Republican Guard
    The Ethiopian Republican Guard is an elite security force responsible for protecting Ethiopia’s top political leadership and key government institutions.
  • 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. Somaliland forces
    Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
  • F. None of above.

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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd590116e88190b8495b2a78cf3fb6 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde09015c48190b4f992f3f95023cf completed March 21, 2026, 12:04 a.m.
NEDg Description generation batch_69bde15983cc81909f188e17ca8f2f0b completed March 21, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69bde1fff7d08190ac2061a9c43d34d7 completed March 21, 2026, 12:10 a.m.
Created at: March 20, 2026, 1:10 p.m.