Triple

T86139
Position Surface form Disambiguated ID Type / Status
Subject Dust Bowl E1731 entity
Predicate documentedBy P4310 FINISHED
Object Farm Security Administration photographers
Farm Security Administration photographers were a group of U.S. government-hired documentary photographers in the 1930s and early 1940s who created iconic images of rural poverty and New Deal America.
E8068 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: Farm Security Administration photographers | Statement: [Dust Bowl, documentedBy, Farm Security Administration photographers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm Security Administration photographers
Context triple: [Dust Bowl, documentedBy, Farm Security Administration photographers]
  • A. 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.
  • B. Civilian Conservation Corps
    The Civilian Conservation Corps was a New Deal work relief program that provided jobs to young men during the Great Depression through conservation and public lands projects across the United States.
  • C. 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.
  • D. Federal Emergency Relief Administration
    The Federal Emergency Relief Administration was a New Deal agency that provided direct relief and work relief to millions of unemployed Americans during the Great Depression.
  • E. Civil Works Administration
    The Civil Works Administration was a short-lived U.S. federal jobs program of the New Deal that provided millions of unemployed workers with temporary manual labor on public works projects 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: Farm Security Administration photographers
Triple: [Dust Bowl, documentedBy, Farm Security Administration photographers]
Generated description
Farm Security Administration photographers were a group of U.S. government-hired documentary photographers in the 1930s and early 1940s who created iconic images of rural poverty and New Deal America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm Security Administration photographers
Target entity description: Farm Security Administration photographers were a group of U.S. government-hired documentary photographers in the 1930s and early 1940s who created iconic images of rural poverty and New Deal America.
  • A. 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.
  • B. Civilian Conservation Corps
    The Civilian Conservation Corps was a New Deal work relief program that provided jobs to young men during the Great Depression through conservation and public lands projects across the United States.
  • C. 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.
  • D. Federal Emergency Relief Administration
    The Federal Emergency Relief Administration was a New Deal agency that provided direct relief and work relief to millions of unemployed Americans during the Great Depression.
  • E. Civil Works Administration
    The Civil Works Administration was a short-lived U.S. federal jobs program of the New Deal that provided millions of unemployed workers with temporary manual labor on public works projects 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a2567dd770819088eb77ffc6d2d1cf completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a26243abb881908e732c8f885cc694 completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a262b29fc88190a1562e4dbe10d438 completed Feb. 28, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69a2634c236c8190b4259962acf4b5f0 completed Feb. 28, 2026, 3:38 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.