Triple
T4025710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States emergency management system |
E67046
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Disaster Mitigation Act of 2000
The Disaster Mitigation Act of 2000 is a U.S. federal law that established a national framework and funding incentives for state and local governments to reduce long-term risks from natural and man-made hazards through pre-disaster planning and mitigation.
|
E409190
|
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 Mitigation Act of 2000 | Statement: [United States emergency management system, legalBasis, Disaster Mitigation Act of 2000]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Disaster Mitigation Act of 2000 Context triple: [United States emergency management system, legalBasis, Disaster Mitigation Act of 2000]
-
A.
Disaster Management Act, 2005
The Disaster Management Act, 2005 is an Indian law that establishes the institutional and legal framework for comprehensive disaster prevention, preparedness, response, and recovery across the country.
-
B.
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.
-
C.
Hazard Mitigation Grant Program
The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
-
D.
Basic Act on Disaster Management of Japan
The Basic Act on Disaster Management of Japan is the country’s fundamental legal framework that establishes principles, responsibilities, and systems for comprehensive disaster prevention, preparedness, emergency response, and recovery at national and local levels.
-
E.
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.
- 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 Mitigation Act of 2000 Triple: [United States emergency management system, legalBasis, Disaster Mitigation Act of 2000]
Generated description
The Disaster Mitigation Act of 2000 is a U.S. federal law that established a national framework and funding incentives for state and local governments to reduce long-term risks from natural and man-made hazards through pre-disaster planning and mitigation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Disaster Mitigation Act of 2000 Target entity description: The Disaster Mitigation Act of 2000 is a U.S. federal law that established a national framework and funding incentives for state and local governments to reduce long-term risks from natural and man-made hazards through pre-disaster planning and mitigation.
-
A.
Disaster Management Act, 2005
The Disaster Management Act, 2005 is an Indian law that establishes the institutional and legal framework for comprehensive disaster prevention, preparedness, response, and recovery across the country.
-
B.
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.
-
C.
Hazard Mitigation Grant Program
The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
-
D.
Basic Act on Disaster Management of Japan
The Basic Act on Disaster Management of Japan is the country’s fundamental legal framework that establishes principles, responsibilities, and systems for comprehensive disaster prevention, preparedness, emergency response, and recovery at national and local levels.
-
E.
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.
- 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_69aed92e29ac819080f7a98b594fec05 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaec08dc8190a341809059554f84 |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5562f3fd881909975cb85143ad466 |
completed | March 14, 2026, 12:35 p.m. |
| NEDg | Description generation | batch_69b55a3d0f3c8190942f8b93129310a9 |
completed | March 14, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a9ec7e88190bc5d165fd666f4b3 |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:36 p.m.