Triple

T4667341

Position	Surface form	Disambiguated ID	Type / Status
Subject	ŻW	`E102877`	entity
Predicate	cooperatesWith	`P435`	FINISHED
Object	NATO military police forces NATO military police forces are multinational military law enforcement units within the North Atlantic Treaty Organization responsible for maintaining discipline, security, and order among allied armed forces during operations and deployments.	`E461204`	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: NATO military police forces | Statement: [ŻW, cooperatesWith, NATO military police forces]

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

Target entity: NATO military police forces
Context triple: [ŻW, cooperatesWith, NATO military police forces]

A. NATO Response Force
The NATO Response Force is a highly ready, multinational military force capable of rapid deployment to respond to crises and threats against NATO members.
B. NATO land forces
NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
C. NATO military commands
NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
D. U.S. military police
U.S. military police are specialized law enforcement units within the United States Armed Forces responsible for maintaining order, enforcing military laws, and providing security for military personnel, facilities, and operations.
E. NATO International Military Staff
The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
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: NATO military police forces
Triple: [ŻW, cooperatesWith, NATO military police forces]

Generated description

NATO military police forces are multinational military law enforcement units within the North Atlantic Treaty Organization responsible for maintaining discipline, security, and order among allied armed forces during operations and deployments.

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

Target entity: NATO military police forces
Target entity description: NATO military police forces are multinational military law enforcement units within the North Atlantic Treaty Organization responsible for maintaining discipline, security, and order among allied armed forces during operations and deployments.

A. NATO Response Force
The NATO Response Force is a highly ready, multinational military force capable of rapid deployment to respond to crises and threats against NATO members.
B. NATO land forces
NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
C. NATO military commands
NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
D. U.S. military police
U.S. military police are specialized law enforcement units within the United States Armed Forces responsible for maintaining order, enforcing military laws, and providing security for military personnel, facilities, and operations.
E. NATO International Military Staff
The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
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_69bd43d9cba4819086c1ab1c2d9d2133`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd633ec8b08190bf8ffd4c3b946f61`	completed	March 20, 2026, 3:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be038912488190a109d4ce624b813d`	completed	March 21, 2026, 2:33 a.m.
NEDg	Description generation	`batch_69be05941ca08190b073c078dfb25429`	completed	March 21, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69be05fb27788190bdbaba05fc0798e7`	completed	March 21, 2026, 2:44 a.m.

Created at: March 20, 2026, 1:15 p.m.