Triple

T9309267

Position	Surface form	Disambiguated ID	Type / Status
Subject	NATO land forces	`E223967`	entity
Predicate	hasPart	`P35`	FINISHED
Object	NATO multinational brigades NATO multinational brigades are integrated land combat formations composed of troops from multiple member states, designed to enhance collective defense and deterrence on the alliance’s eastern flank and other key regions.	`E792046`	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 multinational brigades | Statement: [NATO land forces, hasPart, NATO multinational brigades]

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

Target entity: NATO multinational brigades
Context triple: [NATO land forces, hasPart, NATO multinational brigades]

A. NATO operational support units
NATO operational support units are specialized formations that provide essential logistical, communications, engineering, medical, and other enabling services to ensure the effective deployment and sustainment of NATO military operations.
B. 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.
C. 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.
D. 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.
E. NATO Multinational Division Centre
The NATO Multinational Division Centre is a regional land command formation within NATO responsible for coordinating and supporting multinational ground forces in its designated area of operations.
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 multinational brigades
Triple: [NATO land forces, hasPart, NATO multinational brigades]

Generated description

NATO multinational brigades are integrated land combat formations composed of troops from multiple member states, designed to enhance collective defense and deterrence on the alliance’s eastern flank and other key regions.

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

Target entity: NATO multinational brigades
Target entity description: NATO multinational brigades are integrated land combat formations composed of troops from multiple member states, designed to enhance collective defense and deterrence on the alliance’s eastern flank and other key regions.

A. NATO operational support units
NATO operational support units are specialized formations that provide essential logistical, communications, engineering, medical, and other enabling services to ensure the effective deployment and sustainment of NATO military operations.
B. 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.
C. 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.
D. 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.
E. NATO Multinational Division Centre
The NATO Multinational Division Centre is a regional land command formation within NATO responsible for coordinating and supporting multinational ground forces in its designated area of operations.
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_69ca8424d0f08190831e2e93c6533aeb`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd1daba67c819081d53545d67ef127`	completed	April 1, 2026, 1:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0c784f24481909af5f0daa1b8333a`	completed	April 4, 2026, 8:10 a.m.
NEDg	Description generation	`batch_69d0ca52acac8190aef4b5fa11594050`	completed	April 4, 2026, 8:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0cc0968448190a89d8ea82d0c8102`	completed	April 4, 2026, 8:30 a.m.

Created at: March 30, 2026, 7:37 p.m.