Triple

T8533910
Position Surface form Disambiguated ID Type / Status
Subject Robert P. Patterson E202023 entity
Predicate notableWork P4 FINISHED
Object Postwar demobilization and reorganization of U.S. armed forces
Postwar demobilization and reorganization of U.S. armed forces refers to the large-scale process and policy framework that transitioned the United States military from a World War II wartime footing to a peacetime structure, including troop reductions, restructuring of services, and redefinition of defense priorities.
E741917 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: Postwar demobilization and reorganization of U.S. armed forces | Statement: [Robert P. Patterson, notableWork, Postwar demobilization and reorganization of U.S. armed forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Postwar demobilization and reorganization of U.S. armed forces
Context triple: [Robert P. Patterson, notableWork, Postwar demobilization and reorganization of U.S. armed forces]
  • A. Root reforms of the U.S. Army
    Root reforms of the U.S. Army were a series of early 20th-century organizational and administrative changes that modernized the U.S. Army into a more professional, centralized, and efficient military force.
  • B. Reorganization of Air Force reserve components
    The Reorganization of Air Force reserve components was a major structural overhaul of the U.S. Air Force’s reserve forces that reshaped command arrangements and led to the inactivation of Continental Air Command.
  • C. After Victory: Institutions, Strategic Restraint, and the Rebuilding of Order after Major Wars
    "After Victory: Institutions, Strategic Restraint, and the Rebuilding of Order after Major Wars" is a seminal work of international relations theory by G. John Ikenberry that analyzes how victorious powers construct stable postwar orders through institutions and self-imposed restraint.
  • D. Rethinking Military History
    Rethinking Military History is a scholarly work by historian Jeremy Black that challenges traditional approaches to the study of warfare and advocates for broader, more critical perspectives on military history.
  • E. United States wartime infrastructure programs
    United States wartime infrastructure programs were federal initiatives, especially during World War II, that rapidly expanded and coordinated civilian and military facilities such as housing, hospitals, and community services to support the war effort on the home front.
  • 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: Postwar demobilization and reorganization of U.S. armed forces
Triple: [Robert P. Patterson, notableWork, Postwar demobilization and reorganization of U.S. armed forces]
Generated description
Postwar demobilization and reorganization of U.S. armed forces refers to the large-scale process and policy framework that transitioned the United States military from a World War II wartime footing to a peacetime structure, including troop reductions, restructuring of services, and redefinition of defense priorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Postwar demobilization and reorganization of U.S. armed forces
Target entity description: Postwar demobilization and reorganization of U.S. armed forces refers to the large-scale process and policy framework that transitioned the United States military from a World War II wartime footing to a peacetime structure, including troop reductions, restructuring of services, and redefinition of defense priorities.
  • A. Root reforms of the U.S. Army
    Root reforms of the U.S. Army were a series of early 20th-century organizational and administrative changes that modernized the U.S. Army into a more professional, centralized, and efficient military force.
  • B. Reorganization of Air Force reserve components
    The Reorganization of Air Force reserve components was a major structural overhaul of the U.S. Air Force’s reserve forces that reshaped command arrangements and led to the inactivation of Continental Air Command.
  • C. After Victory: Institutions, Strategic Restraint, and the Rebuilding of Order after Major Wars
    "After Victory: Institutions, Strategic Restraint, and the Rebuilding of Order after Major Wars" is a seminal work of international relations theory by G. John Ikenberry that analyzes how victorious powers construct stable postwar orders through institutions and self-imposed restraint.
  • D. Rethinking Military History
    Rethinking Military History is a scholarly work by historian Jeremy Black that challenges traditional approaches to the study of warfare and advocates for broader, more critical perspectives on military history.
  • E. United States wartime infrastructure programs
    United States wartime infrastructure programs were federal initiatives, especially during World War II, that rapidly expanded and coordinated civilian and military facilities such as housing, hospitals, and community services to support the war effort on the home front.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a0ccd4819097b41d0dfb1c5018 completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d7aa3a881909bfdd3536dbc4ec7 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ee1bae4819099ef302138599b34 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fb93fd88190bc53a925473f9b71 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:17 p.m.