Triple

T3021571
Position Surface form Disambiguated ID Type / Status
Subject Aviation and Transportation Security Act E82469 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 107-71
Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
 E320778 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 107-71 | Statement: [Aviation and Transportation Security Act, publicLawNumber, Public Law 107-71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Law 107-71
Context triple: [Aviation and Transportation Security Act, publicLawNumber, Public Law 107-71]
  • A. Public Law 107-56
    Public Law 107-56 is the formal designation of the USA PATRIOT Act, a 2001 U.S. federal law that significantly expanded government surveillance and counterterrorism powers following the September 11 attacks.
  • B. 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.
  • 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 107-296
    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.
  • E. Public Law 105-261
    Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
  • 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 107-71
Triple: [Aviation and Transportation Security Act, publicLawNumber, Public Law 107-71]
Generated description
Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Public Law 107-71
Target entity description: Public Law 107-71 is the U.S. federal statute enacted after the September 11 attacks that overhauled aviation security and created the Transportation Security Administration (TSA).
  • A. Public Law 107-56
    Public Law 107-56 is the formal designation of the USA PATRIOT Act, a 2001 U.S. federal law that significantly expanded government surveillance and counterterrorism powers following the September 11 attacks.
  • B. 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.
  • 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 107-296
    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.
  • E. Public Law 105-261
    Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a951e688190b3e35909affd3bfd completed March 8, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1deac96b48190a65799e35a7b166e completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1e2d8b54081908e73fbcc0062eacb completed March 11, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69b1e32f85e08190b6355ab4681b11e8 completed March 11, 2026, 9:48 p.m.
Created at: March 8, 2026, 3 p.m.