Triple

T4072739
Position Surface form Disambiguated ID Type / Status
Subject Malaysian Army E86684 entity
Predicate hasAirComponent P41564 FINISHED
Object Army Air Corps
The Army Air Corps is the aviation branch of the Malaysian Army, responsible for providing air support, reconnaissance, and transport capabilities to ground forces.
 E414714 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: Army Air Corps | Statement: [Malaysian Army, hasAirComponent, Army Air Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army Air Corps
Context triple: [Malaysian Army, hasAirComponent, Army Air Corps]
  • A. Army Air Corps
    The Army Air Corps is the British Army’s aviation branch, providing battlefield helicopters, reconnaissance, and close air support to ground forces.
  • B. Air Force
    The Air Force is the aerial warfare branch of a nation's armed forces, responsible for air defense, air operations, and supporting ground and naval forces.
  • C. United States Army Air Corps
    The United States Army Air Corps was the aerial warfare branch of the U.S. Army that served as the direct predecessor to the United States Army Air Forces and, ultimately, the independent U.S. Air Force.
  • D. United States Army Air Forces
    The United States Army Air Forces was the aerial warfare service component of the U.S. Army during World War II and the direct predecessor of the independent United States Air Force.
  • E. United States Air Force
    The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance 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: Army Air Corps
Triple: [Malaysian Army, hasAirComponent, Army Air Corps]
Generated description
The Army Air Corps is the aviation branch of the Malaysian Army, responsible for providing air support, reconnaissance, and transport capabilities to ground forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Army Air Corps
Target entity description: The Army Air Corps is the aviation branch of the Malaysian Army, responsible for providing air support, reconnaissance, and transport capabilities to ground forces.
  • A. Army Air Corps
    The Army Air Corps is the British Army’s aviation branch, providing battlefield helicopters, reconnaissance, and close air support to ground forces.
  • B. Air Force
    The Air Force is the aerial warfare branch of a nation's armed forces, responsible for air defense, air operations, and supporting ground and naval forces.
  • C. United States Army Air Corps
    The United States Army Air Corps was the aerial warfare branch of the U.S. Army that served as the direct predecessor to the United States Army Air Forces and, ultimately, the independent U.S. Air Force.
  • D. United States Army Air Forces
    The United States Army Air Forces was the aerial warfare service component of the U.S. Army during World War II and the direct predecessor of the independent United States Air Force.
  • E. United States Air Force
    The United States Air Force is the aerial and space warfare service branch of the U.S. Armed Forces, responsible for air superiority, global strike, rapid mobility, intelligence, surveillance, and reconnaissance 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc22be988190a2b6575d4f5e0f7b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57698f5a48190991526fb26d451fb completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577c2b784819096d8218dd1c1478d completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5782cc448819080e306952da24ac0 completed March 14, 2026, 3:01 p.m.
Created at: March 9, 2026, 3:38 p.m.