Triple
T1248560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford Act |
E26822
|
entity |
| Predicate | amends |
P1121
|
FINISHED |
| Object |
Disaster Relief Act of 1974
The Disaster Relief Act of 1974 was a key U.S. federal law that established a comprehensive framework for federal assistance to state and local governments in responding to major disasters and emergencies.
|
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: Disaster Relief Act of 1974 | Statement: [Stafford Act, amends, Disaster Relief Act of 1974]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Disaster Relief Act of 1974 Context triple: [Stafford Act, amends, Disaster Relief Act of 1974]
-
A.
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.
-
B.
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.
-
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.
Foreign Assistance Act of 1961
The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
-
E.
Post-Katrina Emergency Management Reform Act of 2006
The Post-Katrina Emergency Management Reform Act of 2006 is a U.S. federal law that overhauled and strengthened FEMA and the nation’s emergency management system in response to the failures revealed by Hurricane Katrina.
- 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: Disaster Relief Act of 1974 Triple: [Stafford Act, amends, Disaster Relief Act of 1974]
Generated description
The Disaster Relief Act of 1974 was a key U.S. federal law that established a comprehensive framework for federal assistance to state and local governments in responding to major disasters and emergencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Disaster Relief Act of 1974 Target entity description: The Disaster Relief Act of 1974 was a key U.S. federal law that established a comprehensive framework for federal assistance to state and local governments in responding to major disasters and emergencies.
-
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.
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.
-
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.
Foreign Assistance Act of 1961
The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
-
E.
Post-Katrina Emergency Management Reform Act of 2006
The Post-Katrina Emergency Management Reform Act of 2006 is a U.S. federal law that overhauled and strengthened FEMA and the nation’s emergency management system in response to the failures revealed by Hurricane Katrina.
- 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_69a49487a9c48190ba9b05348fd1b53f |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf827e088190a16d845cea14f2c9 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac93c420f08190a6eda4d0aa498a3a |
completed | March 7, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69ac94ed24108190b0118317717070b2 |
completed | March 7, 2026, 9:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac955c94e481908ada73691ae5f1be |
completed | March 7, 2026, 9:15 p.m. |
Created at: March 1, 2026, 7:47 p.m.