Triple

T4165558
Position Surface form Disambiguated ID Type / Status
Subject Gunnar Myrdal E84436 entity
Predicate notableWork P4 FINISHED
Object 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.
E418212 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: Beyond the Welfare State | Statement: [Gunnar Myrdal, notableWork, Beyond the Welfare State]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond the Welfare State
Context triple: [Gunnar Myrdal, notableWork, Beyond the Welfare State]
  • A. Part III: Freedom in the Welfare State
    Part III: Freedom in the Welfare State is the section of Friedrich Hayek’s work The Constitution of Liberty that examines how individual freedom can be preserved within modern welfare-state institutions and social policy.
  • B. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • C. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • 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. The Myth of the State
    The Myth of the State is a posthumously published philosophical work by Ernst Cassirer that analyzes the role of myth and symbolic thought in the rise of modern political ideologies and totalitarianism.
  • 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: Beyond the Welfare State
Triple: [Gunnar Myrdal, notableWork, Beyond the Welfare State]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond the Welfare State
Target entity description: "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.
  • A. Part III: Freedom in the Welfare State
    Part III: Freedom in the Welfare State is the section of Friedrich Hayek’s work The Constitution of Liberty that examines how individual freedom can be preserved within modern welfare-state institutions and social policy.
  • B. The Acquisitive Society
    The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
  • C. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • 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. The Myth of the State
    The Myth of the State is a posthumously published philosophical work by Ernst Cassirer that analyzes the role of myth and symbolic thought in the rise of modern political ideologies and totalitarianism.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ac8e788190a8f3563a2903bbad completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.