Triple

T1725055
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 VII—Public Transportation Security
Title VII—Public Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that establishes measures to enhance the security and resilience of the nation’s public transportation systems against terrorist threats.
E195214 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 VII—Public Transportation Security | Statement: [Implementing Recommendations of the 9/11 Commission Act of 2007, containsTitle, Title VII—Public Transportation Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII—Public Transportation Security
Context triple: [Implementing Recommendations of the 9/11 Commission Act of 2007, containsTitle, Title VII—Public Transportation Security]
  • A. Aviation and Transportation Security Act
    The Aviation and Transportation Security Act is a U.S. federal law enacted in 2001 that overhauled airport and airline security, notably creating the Transportation Security Administration (TSA) in response to the September 11 attacks.
  • B. Transportation Security Improvement Act
    The Transportation Security Improvement Act is a U.S. federal law component focused on enhancing and reforming transportation security measures across modes such as aviation, rail, and maritime.
  • C. Most Wanted List of Transportation Safety Improvements
    The Most Wanted List of Transportation Safety Improvements is a priority agenda issued by the National Transportation Safety Board that highlights the most critical safety changes needed across U.S. transportation modes to prevent accidents and save lives.
  • D. Title VII – Vehicles and Fuels
    Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
  • E. Department of Transportation Act
    The Department of Transportation Act is the U.S. federal law enacted in 1966 that created the United States Department of Transportation to coordinate and oversee national transportation policies and programs.
  • 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 VII—Public Transportation Security
Triple: [Implementing Recommendations of the 9/11 Commission Act of 2007, containsTitle, Title VII—Public Transportation Security]
Generated description
Title VII—Public Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that establishes measures to enhance the security and resilience of the nation’s public transportation systems against terrorist threats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII—Public Transportation Security
Target entity description: Title VII—Public Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that establishes measures to enhance the security and resilience of the nation’s public transportation systems against terrorist threats.
  • A. Aviation and Transportation Security Act
    The Aviation and Transportation Security Act is a U.S. federal law enacted in 2001 that overhauled airport and airline security, notably creating the Transportation Security Administration (TSA) in response to the September 11 attacks.
  • B. Transportation Security Improvement Act
    The Transportation Security Improvement Act is a U.S. federal law component focused on enhancing and reforming transportation security measures across modes such as aviation, rail, and maritime.
  • C. Most Wanted List of Transportation Safety Improvements
    The Most Wanted List of Transportation Safety Improvements is a priority agenda issued by the National Transportation Safety Board that highlights the most critical safety changes needed across U.S. transportation modes to prevent accidents and save lives.
  • D. Title VII – Vehicles and Fuels
    Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
  • E. Department of Transportation Act
    The Department of Transportation Act is the U.S. federal law enacted in 1966 that created the United States Department of Transportation to coordinate and oversee national transportation policies and programs.
  • 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.