Triple

T1725052
Position Surface form Disambiguated ID Type / Status
Subject Implementing Recommendations of the 9/11 Commission Act of 2007 E37477 entity
Predicate containsTitle P3254 FINISHED
Object Title IV—Emergency Management Performance Grants
Title IV—Emergency Management Performance Grants is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that authorizes and structures federal funding to support and enhance state and local emergency management capabilities.
E195213 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: Title IV—Emergency Management Performance Grants | Statement: [Implementing Recommendations of the 9/11 Commission Act of 2007, containsTitle, Title IV—Emergency Management Performance Grants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV—Emergency Management Performance Grants
Context triple: [Implementing Recommendations of the 9/11 Commission Act of 2007, containsTitle, Title IV—Emergency Management Performance Grants]
  • A. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • B. 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.
  • 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. 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.
  • E. National Incident Management System
    The National Incident Management System is a standardized framework developed by the U.S. Department of Homeland Security to guide all levels of government, nongovernmental organizations, and the private sector in coordinating responses to emergencies and 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: Title IV—Emergency Management Performance Grants
Triple: [Implementing Recommendations of the 9/11 Commission Act of 2007, containsTitle, Title IV—Emergency Management Performance Grants]
Generated description
Title IV—Emergency Management Performance Grants is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that authorizes and structures federal funding to support and enhance state and local emergency management capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV—Emergency Management Performance Grants
Target entity description: Title IV—Emergency Management Performance Grants is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that authorizes and structures federal funding to support and enhance state and local emergency management capabilities.
  • A. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • B. 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.
  • 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. 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.
  • E. National Incident Management System
    The National Incident Management System is a standardized framework developed by the U.S. Department of Homeland Security to guide all levels of government, nongovernmental organizations, and the private sector in coordinating responses to emergencies and 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635cad5481908e6c04a230d3b0bb completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aefefc881908acd48eebc67c6ec completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.