Triple

T4185683

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rapid Deployment Joint Task Force	`E88304`	entity
Predicate	type	`P0`	FINISHED
Object	contingency response force A contingency response force is a rapidly deployable military unit designed to respond quickly to emerging crises or conflicts anywhere in the world.	`E419158`	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: contingency response force | Statement: [Rapid Deployment Joint Task Force, type, contingency response force]

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

Target entity: contingency response force
Context triple: [Rapid Deployment Joint Task Force, type, contingency response force]

A. Collective Rapid Reaction Force
The Collective Rapid Reaction Force is a multinational rapid-deployment military contingent of the Collective Security Treaty Organization designed to respond quickly to regional security threats and crises among its member states.
B. Rapid Deployment Force
The Rapid Deployment Force is a specialized Colombian military unit designed for swift, high-mobility operations against insurgent and criminal threats across the country.
C. Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
D. Joint Task Force–Civil Support
Joint Task Force–Civil Support is a U.S. military headquarters responsible for planning and coordinating Department of Defense support to civil authorities during chemical, biological, radiological, nuclear, and high-yield explosive (CBRNE) incidents within the United States.
E. National Disaster Response Force
The National Disaster Response Force is a specialized Indian paramilitary force dedicated to disaster management, including search, rescue, and relief operations during natural and man-made calamities across the country.
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: contingency response force
Triple: [Rapid Deployment Joint Task Force, type, contingency response force]

Generated description

A contingency response force is a rapidly deployable military unit designed to respond quickly to emerging crises or conflicts anywhere in the world.

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

Target entity: contingency response force
Target entity description: A contingency response force is a rapidly deployable military unit designed to respond quickly to emerging crises or conflicts anywhere in the world.

A. Collective Rapid Reaction Force
The Collective Rapid Reaction Force is a multinational rapid-deployment military contingent of the Collective Security Treaty Organization designed to respond quickly to regional security threats and crises among its member states.
B. Rapid Deployment Force
The Rapid Deployment Force is a specialized Colombian military unit designed for swift, high-mobility operations against insurgent and criminal threats across the country.
C. Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
D. Joint Task Force–Civil Support
Joint Task Force–Civil Support is a U.S. military headquarters responsible for planning and coordinating Department of Defense support to civil authorities during chemical, biological, radiological, nuclear, and high-yield explosive (CBRNE) incidents within the United States.
E. National Disaster Response Force
The National Disaster Response Force is a specialized Indian paramilitary force dedicated to disaster management, including search, rescue, and relief operations during natural and man-made calamities across the country.
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_69aed9477e8c81908bcb862d2db55b1d`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af032318bc81908345db0753f8ba66`	completed	March 9, 2026, 5:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b58a00e3308190b4fbed211069204a`	completed	March 14, 2026, 4:17 p.m.
NEDg	Description generation	`batch_69b58aa95428819085048691c77e2aea`	completed	March 14, 2026, 4:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69b58b34c4e881909fd44fbe8acedda4`	completed	March 14, 2026, 4:22 p.m.

Created at: March 9, 2026, 3:45 p.m.