Triple

T5076
Position Surface form Disambiguated ID Type / Status
Subject Robert McNamara E99 entity
Predicate militaryBranch P253 FINISHED
Object 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.
E5487 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: United States Army Air Forces | Statement: [Robert McNamara, militaryBranch, United States Army Air Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army Air Forces
Context triple: [Robert McNamara, militaryBranch, United States Army Air Forces]
  • A. 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.
  • B. United States Armed Forces
    The United States Armed Forces is the combined military organization of the United States, encompassing the Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard, responsible for national defense and global power projection.
  • C. United States Army
    The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
  • D. Regia Aeronautica
    The Regia Aeronautica was the air force of the Kingdom of Italy from 1923 to 1946, active in major campaigns of World War II alongside the Axis powers.
  • E. United States Marine Corps
    The United States Marine Corps is an elite branch of the U.S. Armed Forces specializing in rapid-response amphibious and expeditionary warfare on land, sea, and air.
  • 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: United States Army Air Forces
Triple: [Robert McNamara, militaryBranch, United States Army Air Forces]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army Air Forces
Target entity description: 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.
  • A. 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.
  • B. United States Armed Forces
    The United States Armed Forces is the combined military organization of the United States, encompassing the Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard, responsible for national defense and global power projection.
  • C. United States Army
    The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
  • D. Regia Aeronautica
    The Regia Aeronautica was the air force of the Kingdom of Italy from 1923 to 1946, active in major campaigns of World War II alongside the Axis powers.
  • E. United States Marine Corps
    The United States Marine Corps is an elite branch of the U.S. Armed Forces specializing in rapid-response amphibious and expeditionary warfare on land, sea, and air.
  • 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a2399d5cf88190998f9b95c817a60f completed Feb. 28, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25528aa18819088213f16547924ca completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a2569c52808190acb928405528d174 completed Feb. 28, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2575b51188190b8fce6ea4e424ce1 completed Feb. 28, 2026, 2:47 a.m.
Created at: Feb. 28, 2026, 12:40 a.m.