Triple
T16832797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Disaster Mitigation Act of 2000 |
E409190
|
entity |
| Predicate | creates |
P490
|
FINISHED |
| Object |
Pre-Disaster Mitigation program
The Pre-Disaster Mitigation program is a federal initiative that provides funding and support to communities to implement long-term hazard mitigation measures before disasters occur, reducing future risks and losses.
|
E1235626
|
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: Pre-Disaster Mitigation program | Statement: [Disaster Mitigation Act of 2000, creates, Pre-Disaster Mitigation program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pre-Disaster Mitigation program Context triple: [Disaster Mitigation Act of 2000, creates, Pre-Disaster Mitigation program]
-
A.
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.
-
B.
Building Resilient Infrastructure and Communities program
The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
-
C.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
-
D.
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.
-
E.
State Disaster Mitigation Funds
State Disaster Mitigation Funds are dedicated financial reserves established by Indian state governments to support long-term risk reduction and preparedness measures against disasters.
- 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: Pre-Disaster Mitigation program Triple: [Disaster Mitigation Act of 2000, creates, Pre-Disaster Mitigation program]
Generated description
The Pre-Disaster Mitigation program is a federal initiative that provides funding and support to communities to implement long-term hazard mitigation measures before disasters occur, reducing future risks and losses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pre-Disaster Mitigation program Target entity description: The Pre-Disaster Mitigation program is a federal initiative that provides funding and support to communities to implement long-term hazard mitigation measures before disasters occur, reducing future risks and losses.
-
A.
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.
-
B.
Building Resilient Infrastructure and Communities program
The Building Resilient Infrastructure and Communities program is a FEMA grant initiative that funds proactive, cost-effective projects to reduce disaster risk and strengthen community resilience to natural hazards.
-
C.
Disaster Loan Program
The Disaster Loan Program is a U.S. Small Business Administration initiative that provides low-interest loans to businesses, homeowners, and renters to help them recover from declared disasters.
-
D.
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.
-
E.
State Disaster Mitigation Funds
State Disaster Mitigation Funds are dedicated financial reserves established by Indian state governments to support long-term risk reduction and preparedness measures against disasters.
- 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_69d883952b048190887740a980b712ed |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b318b8b88190b3266f4f06a955c1 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b2a2a5348190b14af8ab88a281b7 |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b475236c8190a345b4c8d3c6cfcf |
completed | May 10, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b6dfbf448190b41bb7d103ddfc0a |
completed | May 10, 2026, 4:48 p.m. |
Created at: April 10, 2026, 5:23 a.m.