Triple

T9446714
Position Surface form Disambiguated ID Type / Status
Subject Ethiopian Republican Guard E227782 entity
Predicate partOf P40 FINISHED
Object Ethiopian national security apparatus
The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
E799451 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 national security apparatus | Statement: [Ethiopian Republican Guard, partOf, Ethiopian national security apparatus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ethiopian national security apparatus
Context triple: [Ethiopian Republican Guard, partOf, Ethiopian national security apparatus]
  • A. Eritrean security apparatus
    The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
  • B. Ministry of Defense of Ethiopia
    The Ministry of Defense of Ethiopia is the federal government body responsible for formulating defense policy, overseeing the Ethiopian National Defense Forces, and managing the country’s overall military affairs.
  • C. Ethiopian National Defense Force General Staff
    The Ethiopian National Defense Force General Staff is the central high command responsible for planning, directing, and coordinating all branches of Ethiopia’s armed forces.
  • D. Egyptian security establishment
    The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
  • E. British Military Administration in Eritrea
    The British Military Administration in Eritrea was the Allied-run colonial authority that governed Eritrea after the defeat of Italian rule in East Africa during World War II.
  • 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 national security apparatus
Triple: [Ethiopian Republican Guard, partOf, Ethiopian national security apparatus]
Generated description
The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ethiopian national security apparatus
Target entity description: The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
  • A. Eritrean security apparatus
    The Eritrean security apparatus is the tightly controlled network of military, intelligence, and police institutions that underpin the authoritarian rule of Eritrea’s ruling party and suppress political dissent.
  • B. Ministry of Defense of Ethiopia
    The Ministry of Defense of Ethiopia is the federal government body responsible for formulating defense policy, overseeing the Ethiopian National Defense Forces, and managing the country’s overall military affairs.
  • C. Ethiopian National Defense Force General Staff
    The Ethiopian National Defense Force General Staff is the central high command responsible for planning, directing, and coordinating all branches of Ethiopia’s armed forces.
  • D. Egyptian security establishment
    The Egyptian security establishment is the powerful network of military, intelligence, and internal security institutions that underpins and protects the country’s authoritarian political order.
  • E. British Military Administration in Eritrea
    The British Military Administration in Eritrea was the Allied-run colonial authority that governed Eritrea after the defeat of Italian rule in East Africa during World War II.
  • 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_69d1106aeb708190bbbe1d05b7472194 completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d111213e9081909865b086681d1bbd completed April 4, 2026, 1:24 p.m.
NED2 Entity disambiguation (via description) batch_69d111ab40a48190bb77c1cf80ef87a8 completed April 4, 2026, 1:27 p.m.
Created at: March 30, 2026, 7:51 p.m.