Triple

T2687897
Position Surface form Disambiguated ID Type / Status
Subject Nikolai Sokoloff E57527 entity
Predicate movement P81 FINISHED
Object New Deal cultural programs
New Deal cultural programs were U.S. government initiatives in the 1930s and early 1940s that funded artists, musicians, writers, and performers to create and present art for the public as part of broader economic relief and cultural enrichment efforts.
E131 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: New Deal cultural programs | Statement: [Nikolai Sokoloff, movement, New Deal cultural programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Deal cultural programs
Context triple: [Nikolai Sokoloff, movement, New Deal cultural programs]
  • A. New Deal
    The New Deal was a series of ambitious economic and social programs in the United States during the 1930s that expanded the federal government's role in response to the Great Depression.
  • B. Public Works of Art Project
    The Public Works of Art Project was a New Deal-era federal program launched in 1933 to employ artists during the Great Depression by commissioning public murals and other artworks across the United States.
  • C. New Deal coalition
    The New Deal coalition was a dominant mid-20th-century U.S. political alliance of urban workers, ethnic minorities, Southern whites, and other groups that reliably supported the Democratic Party and Franklin D. Roosevelt’s New Deal policies.
  • D. Federal Writers’ Project
    The Federal Writers’ Project was a New Deal initiative that employed thousands of writers during the Great Depression to produce guidebooks, oral histories, and other cultural documentation across the United States.
  • E. Federal Art Project
    The Federal Art Project was a New Deal initiative that employed thousands of artists across the United States to create public artworks, murals, posters, and art education programs during the Great Depression.
  • 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: New Deal cultural programs
Triple: [Nikolai Sokoloff, movement, New Deal cultural programs]
Generated description
New Deal cultural programs were U.S. government initiatives in the 1930s and early 1940s that funded artists, musicians, writers, and performers to create and present art for the public as part of broader economic relief and cultural enrichment efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Deal cultural programs
Target entity description: New Deal cultural programs were U.S. government initiatives in the 1930s and early 1940s that funded artists, musicians, writers, and performers to create and present art for the public as part of broader economic relief and cultural enrichment efforts.
  • A. New Deal chosen
    The New Deal was a series of ambitious economic and social programs in the United States during the 1930s that expanded the federal government's role in response to the Great Depression.
  • B. Public Works of Art Project
    The Public Works of Art Project was a New Deal-era federal program launched in 1933 to employ artists during the Great Depression by commissioning public murals and other artworks across the United States.
  • C. New Deal coalition
    The New Deal coalition was a dominant mid-20th-century U.S. political alliance of urban workers, ethnic minorities, Southern whites, and other groups that reliably supported the Democratic Party and Franklin D. Roosevelt’s New Deal policies.
  • D. Federal Writers’ Project
    The Federal Writers’ Project was a New Deal initiative that employed thousands of writers during the Great Depression to produce guidebooks, oral histories, and other cultural documentation across the United States.
  • E. Federal Art Project
    The Federal Art Project was a New Deal initiative that employed thousands of artists across the United States to create public artworks, murals, posters, and art education programs during the Great Depression.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9f1ba3081909a349a2f30f8f9c9 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0741bc48190adffe6cfae831e26 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa13a81bc819091463e6589e72361 completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ab8da8819090af3ed60b417040 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.