Triple

T7914808
Position Surface form Disambiguated ID Type / Status
Subject Martha McMillan Roberts E183792 entity
Predicate partOf P40 FINISHED
Object New Deal photography programs
New Deal photography programs were U.S. government-sponsored initiatives in the 1930s and early 1940s that hired photographers to document the social and economic conditions of the Great Depression, producing an influential visual record of American life.
E696858 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 photography programs | Statement: [Martha McMillan Roberts, partOf, New Deal photography programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Deal photography programs
Context triple: [Martha McMillan Roberts, partOf, New Deal photography programs]
  • A. 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.
  • B. New Deal agricultural programs
    New Deal agricultural programs were a series of U.S. federal initiatives in the 1930s that sought to stabilize farm prices, reduce surpluses, and support farmers through subsidies and production controls during the Great Depression.
  • C. 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.
  • D. 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.
  • 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 photography programs
Triple: [Martha McMillan Roberts, partOf, New Deal photography programs]
Generated description
New Deal photography programs were U.S. government-sponsored initiatives in the 1930s and early 1940s that hired photographers to document the social and economic conditions of the Great Depression, producing an influential visual record of American life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Deal photography programs
Target entity description: New Deal photography programs were U.S. government-sponsored initiatives in the 1930s and early 1940s that hired photographers to document the social and economic conditions of the Great Depression, producing an influential visual record of American life.
  • A. 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.
  • B. New Deal agricultural programs
    New Deal agricultural programs were a series of U.S. federal initiatives in the 1930s that sought to stabilize farm prices, reduce surpluses, and support farmers through subsidies and production controls during the Great Depression.
  • C. 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.
  • D. 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.
  • 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

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_69ca828efbe48190bd48482650182e79 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a759b548190af2e2aa0705d7051 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5be54fdc81909a988114a6f30a13 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f20eb3c81909e059d5a02263aa2 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76bb9a308190a9d7b34838d696db completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:05 p.m.