Triple

T4319582

Position	Surface form	Disambiguated ID	Type / Status
Subject	Joint Helicopter Command	`E96479`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Joint Helicopter Force (Iraq) (historical) Joint Helicopter Force (Iraq) (historical) was a British tri-service aviation formation that coordinated and operated helicopter assets in support of UK and coalition operations in Iraq.	`E432669`	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: Joint Helicopter Force (Iraq) (historical) | Statement: [Joint Helicopter Command, hasComponent, Joint Helicopter Force (Iraq) (historical)]

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

Target entity: Joint Helicopter Force (Iraq) (historical)
Context triple: [Joint Helicopter Command, hasComponent, Joint Helicopter Force (Iraq) (historical)]

A. Joint Helicopter Command
Joint Helicopter Command is a British military formation responsible for coordinating and delivering battlefield helicopter capabilities across the UK’s armed forces.
B. Joint Helicopter Force (Sierra Leone)
Joint Helicopter Force (Sierra Leone) was a British tri-service aviation unit deployed to provide helicopter support during operations in Sierra Leone, notably around the time of the Sierra Leone Civil War.
C. Joint Operations Command (Iraq)
The Joint Operations Command (Iraq) is the central Iraqi military headquarters responsible for coordinating and directing nationwide security and combat operations across the country’s armed and security forces.
D. Iraqi Special Operations Forces
The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
E. Commando Helicopter Force
The Commando Helicopter Force is a Royal Navy Fleet Air Arm formation that provides helicopter support to the Royal Marines and other UK armed forces during amphibious and expeditionary 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: Joint Helicopter Force (Iraq) (historical)
Triple: [Joint Helicopter Command, hasComponent, Joint Helicopter Force (Iraq) (historical)]

Generated description

Joint Helicopter Force (Iraq) (historical) was a British tri-service aviation formation that coordinated and operated helicopter assets in support of UK and coalition operations in Iraq.

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

Target entity: Joint Helicopter Force (Iraq) (historical)
Target entity description: Joint Helicopter Force (Iraq) (historical) was a British tri-service aviation formation that coordinated and operated helicopter assets in support of UK and coalition operations in Iraq.

A. Joint Helicopter Command
Joint Helicopter Command is a British military formation responsible for coordinating and delivering battlefield helicopter capabilities across the UK’s armed forces.
B. Joint Helicopter Force (Sierra Leone)
Joint Helicopter Force (Sierra Leone) was a British tri-service aviation unit deployed to provide helicopter support during operations in Sierra Leone, notably around the time of the Sierra Leone Civil War.
C. Joint Operations Command (Iraq)
The Joint Operations Command (Iraq) is the central Iraqi military headquarters responsible for coordinating and directing nationwide security and combat operations across the country’s armed and security forces.
D. Iraqi Special Operations Forces
The Iraqi Special Operations Forces are an elite, U.S.-trained counterterrorism and commando unit that serves as Iraq’s premier special operations force in high-risk military operations.
E. Commando Helicopter Force
The Commando Helicopter Force is a Royal Navy Fleet Air Arm formation that provides helicopter support to the Royal Marines and other UK armed forces during amphibious and expeditionary 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_69b345422aac81909ddbadae437d122e`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b35112ec008190958487f501481887`	completed	March 12, 2026, 11:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5db950f5c8190ba67d8e2f8da50dc`	completed	March 14, 2026, 10:05 p.m.
NEDg	Description generation	`batch_69b5dc578b08819095cbf6ba8470d3e0`	completed	March 14, 2026, 10:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5dd1b03508190a47bb6fb93f22ad8`	completed	March 14, 2026, 10:11 p.m.

Created at: March 12, 2026, 11:12 p.m.