Triple

T1248560
Position Surface form Disambiguated ID Type / Status
Subject Stafford Act E26822 entity
Predicate amends P1121 FINISHED
Object Disaster Relief Act of 1974
The Disaster Relief Act of 1974 was a key U.S. federal law that established a comprehensive framework for federal assistance to state and local governments in responding to major disasters and emergencies.
E26822 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 Relief Act of 1974 | Statement: [Stafford Act, amends, Disaster Relief Act of 1974]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Disaster Relief Act of 1974
Context triple: [Stafford Act, amends, Disaster Relief Act of 1974]
  • A. Stafford Act
    The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
  • B. 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.
  • C. Emergency Relief Appropriation Act of 1935
    The Emergency Relief Appropriation Act of 1935 was a major New Deal law that funded large-scale public works and employment programs to combat unemployment during the Great Depression.
  • D. Foreign Assistance Act of 1961
    The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
  • E. 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.
  • 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 Relief Act of 1974
Triple: [Stafford Act, amends, Disaster Relief Act of 1974]
Generated description
The Disaster Relief Act of 1974 was a key U.S. federal law that established a comprehensive framework for federal assistance to state and local governments in responding to major disasters and emergencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Disaster Relief Act of 1974
Target entity description: The Disaster Relief Act of 1974 was a key U.S. federal law that established a comprehensive framework for federal assistance to state and local governments in responding to major disasters and emergencies.
  • A. Stafford Act chosen
    The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
  • B. 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.
  • C. Emergency Relief Appropriation Act of 1935
    The Emergency Relief Appropriation Act of 1935 was a major New Deal law that funded large-scale public works and employment programs to combat unemployment during the Great Depression.
  • D. Foreign Assistance Act of 1961
    The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
  • E. 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.
  • F. None of above.

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_69a49487a9c48190ba9b05348fd1b53f completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf827e088190a16d845cea14f2c9 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac93c420f08190a6eda4d0aa498a3a completed March 7, 2026, 9:08 p.m.
NEDg Description generation batch_69ac94ed24108190b0118317717070b2 completed March 7, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69ac955c94e481908ada73691ae5f1be completed March 7, 2026, 9:15 p.m.
Created at: March 1, 2026, 7:47 p.m.