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.