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.