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.