Triple

T8234199

Position	Surface form	Disambiguated ID	Type / Status
Subject	AJP-3.14 Allied Joint Doctrine for Force Protection	`E192363`	entity
Predicate	usedBy	`P260`	FINISHED
Object	NATO force protection staffs NATO force protection staffs are specialized military planning and coordination teams within the Alliance responsible for assessing threats and implementing measures to safeguard NATO personnel, assets, and operations.	`E723986`	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 force protection staffs | Statement: [AJP-3.14 Allied Joint Doctrine for Force Protection, usedBy, NATO force protection staffs]

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

Target entity: NATO force protection staffs
Context triple: [AJP-3.14 Allied Joint Doctrine for Force Protection, usedBy, NATO force protection staffs]

A. NATO joint force staffs
NATO joint force staffs are multinational military headquarters elements responsible for planning, coordinating, and directing joint operations on behalf of the North Atlantic Treaty Organization.
B. 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.
C. NATO Special Operations Headquarters
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
D. 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.
E. NATO Land Command
NATO Land Command is NATO’s headquarters responsible for overseeing and coordinating the alliance’s land forces and land 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 force protection staffs
Triple: [AJP-3.14 Allied Joint Doctrine for Force Protection, usedBy, NATO force protection staffs]

Generated description

NATO force protection staffs are specialized military planning and coordination teams within the Alliance responsible for assessing threats and implementing measures to safeguard NATO personnel, assets, and operations.

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

Target entity: NATO force protection staffs
Target entity description: NATO force protection staffs are specialized military planning and coordination teams within the Alliance responsible for assessing threats and implementing measures to safeguard NATO personnel, assets, and operations.

A. NATO joint force staffs
NATO joint force staffs are multinational military headquarters elements responsible for planning, coordinating, and directing joint operations on behalf of the North Atlantic Treaty Organization.
B. 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.
C. NATO Special Operations Headquarters
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
D. 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.
E. NATO Land Command
NATO Land Command is NATO’s headquarters responsible for overseeing and coordinating the alliance’s land forces and land 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_69ca82db5b90819085d1ad7c2e27bfcc`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb782792a48190a34b0abfcc92064b`	completed	March 31, 2026, 7:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd67f7dcec81909b74fd2da3609fc3`	completed	April 1, 2026, 6:46 p.m.
NEDg	Description generation	`batch_69cd6d4fa17481909f28ad7eb9bceb42`	completed	April 1, 2026, 7:09 p.m.
NED2	Entity disambiguation (via description)	`batch_69cd7dd65fac8190b8f44b1cf2be7bdd`	completed	April 1, 2026, 8:19 p.m.

Created at: March 30, 2026, 5:46 p.m.