Triple
T1248601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford Act |
E26822
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E141880
|
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: Post-Katrina Emergency Management Reform Act of 2006 | Statement: [Stafford Act, relatedTo, Post-Katrina Emergency Management Reform Act of 2006]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Post-Katrina Emergency Management Reform Act of 2006 Context triple: [Stafford Act, relatedTo, Post-Katrina Emergency Management Reform Act of 2006]
-
A.
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.
-
B.
Housing and Economic Recovery Act of 2008
The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
-
C.
United States emergency management system
The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
-
D.
Homeland Security Act of 2002
The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
-
E.
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.
- 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: Post-Katrina Emergency Management Reform Act of 2006 Triple: [Stafford Act, relatedTo, Post-Katrina Emergency Management Reform Act of 2006]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Post-Katrina Emergency Management Reform Act of 2006 Target entity description: 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.
-
A.
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.
-
B.
Housing and Economic Recovery Act of 2008
The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
-
C.
United States emergency management system
The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
-
D.
Homeland Security Act of 2002
The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
-
E.
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.
- 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_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_69ac8f7f59148190a9f1cbd4af8a115e |
completed | March 7, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69ac8ff7ae0c81908ca8ace1f4159383 |
completed | March 7, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac905e121c819093c9d960b53a45b7 |
completed | March 7, 2026, 8:53 p.m. |
Created at: March 1, 2026, 7:47 p.m.