Triple

T11756043
Position Surface form Disambiguated ID Type / Status
Subject Dahomey and the Slave Trade E279526 entity
Predicate relatedWork P37 FINISHED
Object The Great Transformation
The Great Transformation is Karl Polanyi’s influential 1944 work analyzing how the rise of market capitalism fundamentally reshaped modern society, economy, and politics.
E279524 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 Great Transformation | Statement: [Dahomey and the Slave Trade, relatedWork, The Great Transformation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Great Transformation
Context triple: [Dahomey and the Slave Trade, relatedWork, The Great Transformation]
  • A. The Great Transformation
    The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
  • B. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • C. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • D. This Unsuccessful Age or The Pains of Economic Progress
    "This Unsuccessful Age or The Pains of Economic Progress" is a work by German economist Walter Eucken that critically examines the social and moral consequences of modern economic development and advocates for an order-based economic policy.
  • E. Of the Meaning of Progress
    "Of the Meaning of Progress" is an essay by W.E.B. Du Bois in *The Souls of Black Folk* that reflects on the limits and contradictions of social and economic "progress" for African Americans in the post-Reconstruction South.
  • 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 Great Transformation
Triple: [Dahomey and the Slave Trade, relatedWork, The Great Transformation]
Generated description
The Great Transformation is Karl Polanyi’s influential 1944 work analyzing how the rise of market capitalism fundamentally reshaped modern society, economy, and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Great Transformation
Target entity description: The Great Transformation is Karl Polanyi’s influential 1944 work analyzing how the rise of market capitalism fundamentally reshaped modern society, economy, and politics.
  • A. The Great Transformation chosen
    The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
  • B. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • C. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • D. This Unsuccessful Age or The Pains of Economic Progress
    "This Unsuccessful Age or The Pains of Economic Progress" is a work by German economist Walter Eucken that critically examines the social and moral consequences of modern economic development and advocates for an order-based economic policy.
  • E. Of the Meaning of Progress
    "Of the Meaning of Progress" is an essay by W.E.B. Du Bois in *The Souls of Black Folk* that reflects on the limits and contradictions of social and economic "progress" for African Americans in the post-Reconstruction South.
  • F. None of above.

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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a50c8d708190ad79ecb57b715d04 completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a2f0a848190944ba2688c6d7ad2 completed April 28, 2026, 2:23 a.m.
NEDg Description generation batch_69f0319622c48190bee6c906f08c0a8c completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05af9ce808190bc6c1ec2cb9903f9 completed April 28, 2026, 7 a.m.
Created at: April 8, 2026, 9:41 p.m.