Triple

T1979115

Position	Surface form	Disambiguated ID	Type / Status
Subject	Armed Forces of Ethiopia	`E42982`	entity
Predicate	governedBy	`P46`	FINISHED
Object	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.	`E223637`	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: Ministry of Defense of Ethiopia | Statement: [Armed Forces of Ethiopia, governedBy, Ministry of Defense of Ethiopia]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ministry of Defense of Ethiopia
Context triple: [Armed Forces of Ethiopia, governedBy, Ministry of Defense of Ethiopia]

A. 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.
B. Government of Ethiopia
The Government of Ethiopia is the federal authority that administers the Federal Democratic Republic of Ethiopia, overseeing national policy, governance, and public institutions across the country.
C. Ethiopian Air Force
The Ethiopian Air Force is the aerial warfare branch of Ethiopia’s military, responsible for defending the country’s airspace and providing air support to ground forces.
D. Ministry of Defense of Egypt
The Ministry of Defense of Egypt is the government body responsible for overseeing the Egyptian Armed Forces and managing the country’s national defense and military policy.
E. Office of the Prime Minister of Ethiopia
The Office of the Prime Minister of Ethiopia is the executive institution that supports and houses the country’s head of government, overseeing national policy direction and coordination from the capital.
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: Ministry of Defense of Ethiopia
Triple: [Armed Forces of Ethiopia, governedBy, Ministry of Defense of Ethiopia]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ministry of Defense of Ethiopia
Target entity description: 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.

A. 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.
B. Government of Ethiopia
The Government of Ethiopia is the federal authority that administers the Federal Democratic Republic of Ethiopia, overseeing national policy, governance, and public institutions across the country.
C. Ethiopian Air Force
The Ethiopian Air Force is the aerial warfare branch of Ethiopia’s military, responsible for defending the country’s airspace and providing air support to ground forces.
D. Ministry of Defense of Egypt
The Ministry of Defense of Egypt is the government body responsible for overseeing the Egyptian Armed Forces and managing the country’s national defense and military policy.
E. Office of the Prime Minister of Ethiopia
The Office of the Prime Minister of Ethiopia is the executive institution that supports and houses the country’s head of government, overseeing national policy direction and coordination from the capital.
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_69a8871289048190b00b0d7744b7b2b1`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb43011188190b6a41c004e9e4802`	completed	March 7, 2026, 5:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae032988ec8190b9012cbb77e7efa4`	completed	March 8, 2026, 11:15 p.m.
NEDg	Description generation	`batch_69ae03c4faac8190a13aa0882eda3629`	completed	March 8, 2026, 11:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0445a9608190918a7bd45b9bf999`	completed	March 8, 2026, 11:20 p.m.

Created at: March 4, 2026, 7:36 p.m.