Triple

T9946272
Position Surface form Disambiguated ID Type / Status
Subject Public Law 110-53 E195211 entity
Predicate containsTitle P3254 FINISHED
Object Title XII—Transportation Worker Identification Credential
Title XII—Transportation Worker Identification Credential is a section of U.S. federal law that establishes security and identification requirements for transportation workers accessing secure areas of the nation’s transportation system.
E830139 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 XII—Transportation Worker Identification Credential | Statement: [Public Law 110-53, containsTitle, Title XII—Transportation Worker Identification Credential]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title XII—Transportation Worker Identification Credential
Context triple: [Public Law 110-53, containsTitle, Title XII—Transportation Worker Identification Credential]
  • A. Title II—Transportation Security
    Title II—Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that strengthens and reforms U.S. transportation security measures, particularly in aviation, rail, and public transit systems.
  • B. 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.
  • C. Title IV—Border and Transportation Security
    Title IV—Border and Transportation Security is a section of the Homeland Security Act of 2002 that establishes policies and structures to enhance the security of U.S. borders and transportation systems.
  • D. 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.
  • E. Title XIII—Federal Workforce Improvement
    Title XIII—Federal Workforce Improvement is a section of the Homeland Security Act of 2002 that focuses on modernizing and enhancing the effectiveness, management, and human capital policies of the federal workforce.
  • 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 XII—Transportation Worker Identification Credential
Triple: [Public Law 110-53, containsTitle, Title XII—Transportation Worker Identification Credential]
Generated description
Title XII—Transportation Worker Identification Credential is a section of U.S. federal law that establishes security and identification requirements for transportation workers accessing secure areas of the nation’s transportation system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title XII—Transportation Worker Identification Credential
Target entity description: Title XII—Transportation Worker Identification Credential is a section of U.S. federal law that establishes security and identification requirements for transportation workers accessing secure areas of the nation’s transportation system.
  • A. Title II—Transportation Security
    Title II—Transportation Security is a section of the Implementing Recommendations of the 9/11 Commission Act of 2007 that strengthens and reforms U.S. transportation security measures, particularly in aviation, rail, and public transit systems.
  • B. 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.
  • C. Title IV—Border and Transportation Security
    Title IV—Border and Transportation Security is a section of the Homeland Security Act of 2002 that establishes policies and structures to enhance the security of U.S. borders and transportation systems.
  • D. 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.
  • E. Title XIII—Federal Workforce Improvement
    Title XIII—Federal Workforce Improvement is a section of the Homeland Security Act of 2002 that focuses on modernizing and enhancing the effectiveness, management, and human capital policies of the federal workforce.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb655fba0819084a1e757b68c25d4 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2292257bc8190b3a15de60d7c9ba2 completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d229b3b200819083aa90f64eaec9e8 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a2d14fc8190b2493ce571811d43 completed April 5, 2026, 9:23 a.m.
Created at: March 30, 2026, 8:45 p.m.