Triple

T1248559
Position Surface form Disambiguated ID Type / Status
Subject Stafford Act E26822 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 100-707
Public Law 100-707 is the 1988 U.S. federal legislation that significantly amended and expanded the Robert T. Stafford Disaster Relief and Emergency Assistance Act to improve federal disaster response and recovery programs.
E146073 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: Public Law 100-707 | Statement: [Stafford Act, publicLawNumber, Public Law 100-707]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 100-707
Context triple: [Stafford Act, publicLawNumber, Public Law 100-707]
  • A. Public Law 100-690
    Public Law 100-690 is a major 1988 U.S. federal statute that expanded anti-drug enforcement, established new criminal penalties, and created the Office of National Drug Control Policy as part of the “War on Drugs.”
  • B. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • C. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • D. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • E. Public Law 101-336
    Public Law 101-336 is the landmark 1990 U.S. federal civil rights statute commonly known as the Americans with Disabilities Act, which prohibits discrimination against individuals with disabilities in key areas of public life.
  • 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: Public Law 100-707
Triple: [Stafford Act, publicLawNumber, Public Law 100-707]
Generated description
Public Law 100-707 is the 1988 U.S. federal legislation that significantly amended and expanded the Robert T. Stafford Disaster Relief and Emergency Assistance Act to improve federal disaster response and recovery programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 100-707
Target entity description: Public Law 100-707 is the 1988 U.S. federal legislation that significantly amended and expanded the Robert T. Stafford Disaster Relief and Emergency Assistance Act to improve federal disaster response and recovery programs.
  • A. Public Law 100-690
    Public Law 100-690 is a major 1988 U.S. federal statute that expanded anti-drug enforcement, established new criminal penalties, and created the Office of National Drug Control Policy as part of the “War on Drugs.”
  • B. Public Law 107-296
    Public Law 107-296 is the U.S. federal statute that created the Department of Homeland Security and reorganized numerous government agencies to enhance national security following the September 11, 2001 attacks.
  • C. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • D. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • E. Public Law 101-336
    Public Law 101-336 is the landmark 1990 U.S. federal civil rights statute commonly known as the Americans with Disabilities Act, which prohibits discrimination against individuals with disabilities in key areas of public life.
  • 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_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_69aca2ed73248190b03fd6085dec9d8c completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3752a3c81908bd6d9744ad5f5a2 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca3e44bf481908c5726adddc4b428 completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:47 p.m.