Triple

T319842
Position Surface form Disambiguated ID Type / Status
Subject Operation Shader E7788 entity
Predicate serviceBranch P2099 FINISHED
Object British Army Air Corps (for some rotary-wing support in Iraq)
The British Army Air Corps is the aviation branch of the British Army, providing battlefield helicopter and fixed-wing support, including rotary-wing operations during campaigns such as those in Iraq.
 E41229 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: British Army Air Corps (for some rotary-wing support in Iraq) | Statement: [Operation Shader, serviceBranch, British Army Air Corps (for some rotary-wing support in Iraq)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: British Army Air Corps (for some rotary-wing support in Iraq)
Context triple: [Operation Shader, serviceBranch, British Army Air Corps (for some rotary-wing support in Iraq)]
  • A. Royal Auxiliary Air Force
    The Royal Auxiliary Air Force is a volunteer reserve component of the United Kingdom’s Royal Air Force, providing trained personnel to support regular air force operations in both peacetime and conflict.
  • B. Royal Air Force Volunteer Reserve
    The Royal Air Force Volunteer Reserve is a reserve component of the United Kingdom’s Royal Air Force, composed of civilian volunteers who provide trained air and ground personnel to support the RAF in both peacetime and wartime operations.
  • C. RAF Air Mobility Force
    The RAF Air Mobility Force is a branch of the Royal Air Force responsible for strategic and tactical air transport, air-to-air refuelling, and aeromedical evacuation operations worldwide.
  • D. Army Aviation Forces
    Army Aviation Forces is the aviation branch of the Spanish Army responsible for providing air support, transport, reconnaissance, and other helicopter-based operations for ground forces.
  • E. Royal Air Force
    The Royal Air Force is the United Kingdom’s aerial warfare service branch, renowned for its decisive defensive role during World War II and its continued operation as a modern, technologically advanced air force.
  • 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: British Army Air Corps (for some rotary-wing support in Iraq)
Triple: [Operation Shader, serviceBranch, British Army Air Corps (for some rotary-wing support in Iraq)]
Generated description
The British Army Air Corps is the aviation branch of the British Army, providing battlefield helicopter and fixed-wing support, including rotary-wing operations during campaigns such as those in Iraq.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: British Army Air Corps (for some rotary-wing support in Iraq)
Target entity description: The British Army Air Corps is the aviation branch of the British Army, providing battlefield helicopter and fixed-wing support, including rotary-wing operations during campaigns such as those in Iraq.
  • A. Royal Auxiliary Air Force
    The Royal Auxiliary Air Force is a volunteer reserve component of the United Kingdom’s Royal Air Force, providing trained personnel to support regular air force operations in both peacetime and conflict.
  • B. Royal Air Force Volunteer Reserve
    The Royal Air Force Volunteer Reserve is a reserve component of the United Kingdom’s Royal Air Force, composed of civilian volunteers who provide trained air and ground personnel to support the RAF in both peacetime and wartime operations.
  • C. RAF Air Mobility Force
    The RAF Air Mobility Force is a branch of the Royal Air Force responsible for strategic and tactical air transport, air-to-air refuelling, and aeromedical evacuation operations worldwide.
  • D. Army Aviation Forces
    Army Aviation Forces is the aviation branch of the Spanish Army responsible for providing air support, transport, reconnaissance, and other helicopter-based operations for ground forces.
  • E. Royal Air Force
    The Royal Air Force is the United Kingdom’s aerial warfare service branch, renowned for its decisive defensive role during World War II and its continued operation as a modern, technologically advanced air force.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea7edbc48190b9031bd1af48f72a completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8bb194c8190ad97517695e6f1a2 completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c95cf3b48190a5502a6b12fe0e4c completed March 1, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69a3ca63f1c4819086f8959e51976f5c completed March 1, 2026, 5:11 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.