Triple
T7820881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emergency Relief and Construction Act of 1932 |
E181123
|
entity |
| Predicate | preceded |
P97
|
FINISHED |
| Object | New Deal public works programs |
E8528
|
NE FINISHED |
How this triple was built (2 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 public works programs | Statement: [Emergency Relief and Construction Act of 1932, preceded, New Deal public works programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Deal public works programs Context triple: [Emergency Relief and Construction Act of 1932, preceded, New Deal public works 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.
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.
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.
-
D.
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.
-
E.
Public Works Administration (PWA)
chosen
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca828153f48190bdb27ac46f8e0745 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cafa06d28881908d62d4c02b45cedd |
completed | March 30, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a66c1c0819087ce9890f28bb022 |
completed | March 31, 2026, 5:23 a.m. |
Created at: March 30, 2026, 4:41 p.m.