Triple

T15615147
Position Surface form Disambiguated ID Type / Status
Subject Tom Wintringham E375392 entity
Predicate notableWork P4 FINISHED
Object How to Reform the Army
"How to Reform the Army" is a political and military treatise by British soldier and writer Tom Wintringham advocating radical modernization and democratization of the armed forces.
E1165947 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: How to Reform the Army | Statement: [Tom Wintringham, notableWork, How to Reform the Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Reform the Army
Context triple: [Tom Wintringham, notableWork, How to Reform the Army]
  • A. The Problem of the Army
    The Problem of the Army is a political and military treatise by British statesman and journalist Leo Amery analyzing the organization, efficiency, and reform needs of the British Army in the early 20th century.
  • B. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • C. Elements of Military Art and Science
    Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
  • D. At War with the Army
    At War with the Army is a 1950 musical comedy film starring the popular duo Dean Martin and Jerry Lewis in one of their early screen collaborations.
  • E. Reforms of the Canadian Militia
    Reforms of the Canadian Militia is a work by Douglas Cochrane, 12th Earl of Dundonald, outlining his proposals and criticisms aimed at modernizing and improving the structure and effectiveness of Canada’s militia forces in the early 20th century.
  • 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: How to Reform the Army
Triple: [Tom Wintringham, notableWork, How to Reform the Army]
Generated description
"How to Reform the Army" is a political and military treatise by British soldier and writer Tom Wintringham advocating radical modernization and democratization of the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Reform the Army
Target entity description: "How to Reform the Army" is a political and military treatise by British soldier and writer Tom Wintringham advocating radical modernization and democratization of the armed forces.
  • A. The Problem of the Army
    The Problem of the Army is a political and military treatise by British statesman and journalist Leo Amery analyzing the organization, efficiency, and reform needs of the British Army in the early 20th century.
  • B. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • C. Elements of Military Art and Science
    Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
  • D. At War with the Army
    At War with the Army is a 1950 musical comedy film starring the popular duo Dean Martin and Jerry Lewis in one of their early screen collaborations.
  • E. Reforms of the Canadian Militia
    Reforms of the Canadian Militia is a work by Douglas Cochrane, 12th Earl of Dundonald, outlining his proposals and criticisms aimed at modernizing and improving the structure and effectiveness of Canada’s militia forces in the early 20th century.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e83407c8190abbcd4b7fab0ff85 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56dd1e4c819090bf3cd4425b39b7 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff577e0ed08190a8f10f9e57c0e967 completed May 9, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_69ff584b7b28819096fd2fad58ca32d6 completed May 9, 2026, 3:52 p.m.
Created at: April 10, 2026, 4:13 a.m.