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.