Triple

T1829631

Position	Surface form	Disambiguated ID	Type / Status
Subject	EUCAP Sahel Niger	`E40731`	entity
Predicate	supports	`P516`	FINISHED
Object	Nigerien security forces Nigerien security forces are the national military, police, and gendarmerie institutions of Niger responsible for maintaining internal security, public order, and defense of the country.	`E203433`	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: Nigerien security forces | Statement: [EUCAP Sahel Niger, supports, Nigerien security forces]

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

Target entity: Nigerien security forces
Context triple: [EUCAP Sahel Niger, supports, Nigerien security forces]

A. Armed Forces of the Federal Republic of Nigeria
The Armed Forces of the Federal Republic of Nigeria is the combined military organization of Nigeria, comprising its army, navy, and air force responsible for national defense and security.
B. Nigerian Air Force
The Nigerian Air Force is the aerial warfare branch of Nigeria’s armed forces, responsible for defending the nation’s airspace and providing air support for military operations.
C. Iraqi Security Forces
The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
D. African Standby Force
The African Standby Force is a continental, multidisciplinary peacekeeping and rapid-deployment military force established by the African Union to respond to conflicts and crises across Africa.
E. Yemeni government security forces
Yemeni government security forces are the state’s military and police units responsible for maintaining internal order and defending the regime, particularly noted for their role in suppressing dissent during periods of political unrest.
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: Nigerien security forces
Triple: [EUCAP Sahel Niger, supports, Nigerien security forces]

Generated description

Nigerien security forces are the national military, police, and gendarmerie institutions of Niger responsible for maintaining internal security, public order, and defense of the country.

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

Target entity: Nigerien security forces
Target entity description: Nigerien security forces are the national military, police, and gendarmerie institutions of Niger responsible for maintaining internal security, public order, and defense of the country.

A. Armed Forces of the Federal Republic of Nigeria
The Armed Forces of the Federal Republic of Nigeria is the combined military organization of Nigeria, comprising its army, navy, and air force responsible for national defense and security.
B. Nigerian Air Force
The Nigerian Air Force is the aerial warfare branch of Nigeria’s armed forces, responsible for defending the nation’s airspace and providing air support for military operations.
C. Iraqi Security Forces
The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
D. African Standby Force
The African Standby Force is a continental, multidisciplinary peacekeeping and rapid-deployment military force established by the African Union to respond to conflicts and crises across Africa.
E. Yemeni government security forces
Yemeni government security forces are the state’s military and police units responsible for maintaining internal order and defending the regime, particularly noted for their role in suppressing dissent during periods of political unrest.
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_69a8864644bc8190b2358ab897194ac1`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb012e174819090c188e55a9812b4`	completed	March 7, 2026, 4:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adbf6d49988190b8cb1773609a379b`	completed	March 8, 2026, 6:26 p.m.
NEDg	Description generation	`batch_69adc07fff60819092b10dd0e417ac5a`	completed	March 8, 2026, 6:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69adc0fd79c48190864f53a90517edc6`	completed	March 8, 2026, 6:33 p.m.

Created at: March 4, 2026, 7:32 p.m.