Triple
T2687897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nikolai Sokoloff |
E57527
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object |
New Deal cultural programs
New Deal cultural programs were U.S. government initiatives in the 1930s and early 1940s that funded artists, musicians, writers, and performers to create and present art for the public as part of broader economic relief and cultural enrichment efforts.
|
E131
|
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 cultural programs | Statement: [Nikolai Sokoloff, movement, New Deal cultural programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Deal cultural programs Context triple: [Nikolai Sokoloff, movement, New Deal cultural 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.
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.
-
C.
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.
-
D.
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.
-
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 cultural programs Triple: [Nikolai Sokoloff, movement, New Deal cultural programs]
Generated description
New Deal cultural programs were U.S. government initiatives in the 1930s and early 1940s that funded artists, musicians, writers, and performers to create and present art for the public as part of broader economic relief and cultural enrichment efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Deal cultural programs Target entity description: New Deal cultural programs were U.S. government initiatives in the 1930s and early 1940s that funded artists, musicians, writers, and performers to create and present art for the public as part of broader economic relief and cultural enrichment efforts.
-
A.
New Deal
chosen
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.
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.
-
C.
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.
-
D.
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.
-
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.
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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f1ba3081909a349a2f30f8f9c9 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0741bc48190adffe6cfae831e26 |
completed | March 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69afa13a81bc819091463e6589e72361 |
completed | March 10, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1ab8da8819090af3ed60b417040 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:54 p.m.