Triple
T208969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Emergencies Act |
E4670
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Stafford Act
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.
|
E26822
|
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: Stafford Act | Statement: [National Emergencies Act, relatedTo, Stafford Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford Act Context triple: [National Emergencies Act, relatedTo, Stafford Act]
-
A.
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.
-
B.
Emergency Conservation Work Act of 1933
The Emergency Conservation Work Act of 1933 was New Deal legislation that created the Civilian Conservation Corps to provide jobs through natural resource conservation and public works projects during the Great Depression.
-
C.
National Emergencies Act
The National Emergencies Act is a U.S. federal law that regulates the president’s power to declare and manage national emergencies by establishing formal procedures, limits, and congressional oversight.
-
D.
United States Housing Act of 1937
The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
-
E.
National Industrial Recovery Act
The National Industrial Recovery Act was a 1933 New Deal law that sought to combat the Great Depression by regulating industry, supporting labor rights, and funding large-scale public works projects.
- 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: Stafford Act Triple: [National Emergencies Act, relatedTo, Stafford Act]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stafford Act Target entity description: 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.
-
A.
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.
-
B.
Emergency Conservation Work Act of 1933
The Emergency Conservation Work Act of 1933 was New Deal legislation that created the Civilian Conservation Corps to provide jobs through natural resource conservation and public works projects during the Great Depression.
-
C.
National Emergencies Act
The National Emergencies Act is a U.S. federal law that regulates the president’s power to declare and manage national emergencies by establishing formal procedures, limits, and congressional oversight.
-
D.
United States Housing Act of 1937
The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
-
E.
National Industrial Recovery Act
The National Industrial Recovery Act was a 1933 New Deal law that sought to combat the Great Depression by regulating industry, supporting labor rights, and funding large-scale public works projects.
- 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_69a25737567c81908f9c505300239181 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c082fa08190b4d097bf68300222 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a332c9e99081909026bf5bfeb6c86c |
completed | Feb. 28, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69a33326c71c81908c02320901915ce3 |
completed | Feb. 28, 2026, 6:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3338948808190b6fd60524c721fd5 |
completed | Feb. 28, 2026, 6:27 p.m. |
Created at: Feb. 28, 2026, 2:51 a.m.