Triple
T6326659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Assistance programs |
E141878
|
entity |
| Predicate | authorizedBy |
P29
|
FINISHED |
| Object | Stafford Act |
E26822
|
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: Stafford Act | Statement: [Public Assistance programs, authorizedBy, Stafford Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford Act Context triple: [Public Assistance programs, authorizedBy, Stafford Act]
-
A.
Stafford Act
chosen
The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
-
B.
Emergency Relief and Construction Act of 1932
The Emergency Relief and Construction Act of 1932 was a major U.S. law that expanded federal public works spending and authorized loans to states for unemployment relief during the Great Depression.
-
C.
Emergency Relief Appropriation Act of 1935
The Emergency Relief Appropriation Act of 1935 was a major New Deal law that funded large-scale public works and employment programs to combat unemployment during the Great Depression.
-
D.
Emergency Relief Act of 1933
The Emergency Relief Act of 1933 was a New Deal law that provided federal funds to states to support direct relief for the unemployed and laid the groundwork for large-scale federal welfare and work-relief programs during the Great Depression.
-
E.
Reconstruction Finance Corporation Act
The Reconstruction Finance Corporation Act was a 1932 U.S. law that created a federal agency to provide emergency financial support to banks, railroads, and other key institutions during the Great Depression.
- 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_69c008d201748190917e69c41ba3f978 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c064e833a0819096000b47e776949d |
completed | March 22, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c60410223081908c1cf3663d4b14c0 |
completed | March 27, 2026, 4:14 a.m. |
Created at: March 22, 2026, 4:29 p.m.