Triple

T1746030
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-296 E38336 entity
Predicate containsTitle P3254 FINISHED
Object 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.
E197696 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 IV—Border and Transportation Security | Statement: [Public Law 107-296, containsTitle, Title IV—Border and Transportation Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV—Border and Transportation Security
Context triple: [Public Law 107-296, containsTitle, Title IV—Border and Transportation Security]
  • A. Title IV – Protecting the Border
    Title IV – Protecting the Border is a section of the USA PATRIOT Act that strengthens U.S. border security through enhanced immigration controls, information sharing, and measures to prevent terrorist entry.
  • 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. 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.
  • 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. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • 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 IV—Border and Transportation Security
Triple: [Public Law 107-296, containsTitle, Title IV—Border and Transportation Security]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV—Border and Transportation Security
Target entity description: 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.
  • A. Title IV – Protecting the Border
    Title IV – Protecting the Border is a section of the USA PATRIOT Act that strengthens U.S. border security through enhanced immigration controls, information sharing, and measures to prevent terrorist entry.
  • 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. 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.
  • 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. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63e93f3481909f61d581f7a5bdfa completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0de0ff08190bb7758e3ba32de80 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada524a234819082f94430da4e802d completed March 8, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69ada5bc32ac8190a921410bdfa465fa completed March 8, 2026, 4:37 p.m.
Created at: March 4, 2026, 7:31 p.m.