Triple

T14143659
Position Surface form Disambiguated ID Type / Status
Subject G. D. H. Cole E350487 entity
Predicate notableWork P4 FINISHED
Object The Next Ten Years in British Social and Economic Policy
"The Next Ten Years in British Social and Economic Policy" is a book by British socialist theorist G. D. H. Cole that outlines his proposals and predictions for the direction of the United Kingdom’s social and economic reforms over the coming decade.
E1081453 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: The Next Ten Years in British Social and Economic Policy | Statement: [G. D. H. Cole, notableWork, The Next Ten Years in British Social and Economic Policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Next Ten Years in British Social and Economic Policy
Context triple: [G. D. H. Cole, notableWork, The Next Ten Years in British Social and Economic Policy]
  • A. Beyond the Welfare State
    "Beyond the Welfare State" is a seminal work of social and economic theory by Gunnar Myrdal that analyzes and critiques modern welfare-state capitalism and explores paths toward more comprehensive social reform.
  • B. The Welfare State: A Very Short Introduction
    The Welfare State: A Very Short Introduction is a concise overview book by sociologist David Garland that explains the origins, development, and contemporary challenges of modern welfare states.
  • C. State and Society: A Social and Political History of Britain since 1870
    *State and Society: A Social and Political History of Britain since 1870* is a comprehensive historical study that examines the transformation of British politics, social structures, and institutions from the late nineteenth century to the modern era.
  • D. Miles to Go: A Personal History of Social Policy
    "Miles to Go: A Personal History of Social Policy" is a reflective work by Daniel Patrick Moynihan that traces the evolution and challenges of American social policy through his experiences as a scholar, advisor, and U.S. senator.
  • E. Governing the Present: Administering Economic, Social and Personal Life
    "Governing the Present: Administering Economic, Social and Personal Life" is a scholarly book by Nikolas Rose (with Peter Miller) that analyzes how contemporary forms of governance shape economic, social, and individual life through dispersed, everyday practices and rationalities.
  • 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: The Next Ten Years in British Social and Economic Policy
Triple: [G. D. H. Cole, notableWork, The Next Ten Years in British Social and Economic Policy]
Generated description
"The Next Ten Years in British Social and Economic Policy" is a book by British socialist theorist G. D. H. Cole that outlines his proposals and predictions for the direction of the United Kingdom’s social and economic reforms over the coming decade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Next Ten Years in British Social and Economic Policy
Target entity description: "The Next Ten Years in British Social and Economic Policy" is a book by British socialist theorist G. D. H. Cole that outlines his proposals and predictions for the direction of the United Kingdom’s social and economic reforms over the coming decade.
  • A. Beyond the Welfare State
    "Beyond the Welfare State" is a seminal work of social and economic theory by Gunnar Myrdal that analyzes and critiques modern welfare-state capitalism and explores paths toward more comprehensive social reform.
  • B. The Welfare State: A Very Short Introduction
    The Welfare State: A Very Short Introduction is a concise overview book by sociologist David Garland that explains the origins, development, and contemporary challenges of modern welfare states.
  • C. State and Society: A Social and Political History of Britain since 1870
    *State and Society: A Social and Political History of Britain since 1870* is a comprehensive historical study that examines the transformation of British politics, social structures, and institutions from the late nineteenth century to the modern era.
  • D. Miles to Go: A Personal History of Social Policy
    "Miles to Go: A Personal History of Social Policy" is a reflective work by Daniel Patrick Moynihan that traces the evolution and challenges of American social policy through his experiences as a scholar, advisor, and U.S. senator.
  • E. Governing the Present: Administering Economic, Social and Personal Life
    "Governing the Present: Administering Economic, Social and Personal Life" is a scholarly book by Nikolas Rose (with Peter Miller) that analyzes how contemporary forms of governance shape economic, social, and individual life through dispersed, everyday practices and rationalities.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61214de081909a5186ff11336f97 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf1b8508819096d4f5cf1456edca completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce14c1a488190beb5e3c08e987909 completed May 7, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69fce1a848f081909d96849a14230be1 completed May 7, 2026, 7:02 p.m.
Created at: April 10, 2026, 12:52 a.m.