Triple

T48225
Position Surface form Disambiguated ID Type / Status
Subject Public Works Administration E947 entity
Predicate alsoKnownAs P39 FINISHED
Object Public Works Administration (PWA)
The Public Works Administration (PWA) was a New Deal U.S. government agency created in 1933 to stimulate economic recovery during the Great Depression by funding large-scale public infrastructure projects such as dams, bridges, schools, and hospitals.
E8528 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: Public Works Administration (PWA) | Statement: [Public Works Administration, alsoKnownAs, Public Works Administration (PWA)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Works Administration (PWA)
Context triple: [Public Works Administration, alsoKnownAs, Public Works Administration (PWA)]
  • A. 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.
  • B. National Recovery Administration
    The National Recovery Administration was a U.S. New Deal agency created during the Great Depression to regulate industry, set fair wages and prices, and promote economic recovery.
  • C. 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.
  • 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. 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.
  • 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: Public Works Administration (PWA)
Triple: [Public Works Administration, alsoKnownAs, Public Works Administration (PWA)]
Generated description
The Public Works Administration (PWA) was a New Deal U.S. government agency created in 1933 to stimulate economic recovery during the Great Depression by funding large-scale public infrastructure projects such as dams, bridges, schools, and hospitals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Works Administration (PWA)
Target entity description: The Public Works Administration (PWA) was a New Deal U.S. government agency created in 1933 to stimulate economic recovery during the Great Depression by funding large-scale public infrastructure projects such as dams, bridges, schools, and hospitals.
  • A. 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.
  • B. National Recovery Administration
    The National Recovery Administration was a U.S. New Deal agency created during the Great Depression to regulate industry, set fair wages and prices, and promote economic recovery.
  • C. 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.
  • 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. 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.
  • 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_69a2480baefc81909951b14058479aa2 completed Feb. 28, 2026, 1:42 a.m.
NER Named-entity recognition batch_69a24af3e4a88190abe2f0c5a0e83ff3 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2623cc3648190b2d86352406125e9 completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a262ef9e44819094790f68d3862c5a completed Feb. 28, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_69a2634b24d08190b4869d235516c2ab completed Feb. 28, 2026, 3:38 a.m.
Created at: Feb. 28, 2026, 1:47 a.m.