Triple

T1349565
Position Surface form Disambiguated ID Type / Status
Subject U.S. Visitor and Immigrant Status Indicator Technology E28849 entity
Predicate legalBasis P125 FINISHED
Object Enhanced Border Security and Visa Entry Reform Act of 2002
The Enhanced Border Security and Visa Entry Reform Act of 2002 is a U.S. law enacted after the September 11 attacks to strengthen border controls, improve visa issuance procedures, and enhance tracking of foreign nationals entering the United States.
E154923 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: Enhanced Border Security and Visa Entry Reform Act of 2002 | Statement: [U.S. Visitor and Immigrant Status Indicator Technology, legalBasis, Enhanced Border Security and Visa Entry Reform Act of 2002]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enhanced Border Security and Visa Entry Reform Act of 2002
Context triple: [U.S. Visitor and Immigrant Status Indicator Technology, legalBasis, Enhanced Border Security and Visa Entry Reform Act of 2002]
  • A. Homeland Security Act of 2002
    The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
  • B. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • C. Intelligence Reform and Terrorism Prevention Act of 2004
    The Intelligence Reform and Terrorism Prevention Act of 2004 is a major U.S. federal law enacted after the 9/11 attacks to overhaul the intelligence community and strengthen national security coordination.
  • D. USA PATRIOT Improvement and Reauthorization Act of 2005
    The USA PATRIOT Improvement and Reauthorization Act of 2005 is a U.S. federal law that renewed and modified key surveillance and counterterrorism provisions of the original USA PATRIOT Act, adding some new civil liberties safeguards and oversight measures.
  • E. 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.
  • 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: Enhanced Border Security and Visa Entry Reform Act of 2002
Triple: [U.S. Visitor and Immigrant Status Indicator Technology, legalBasis, Enhanced Border Security and Visa Entry Reform Act of 2002]
Generated description
The Enhanced Border Security and Visa Entry Reform Act of 2002 is a U.S. law enacted after the September 11 attacks to strengthen border controls, improve visa issuance procedures, and enhance tracking of foreign nationals entering the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enhanced Border Security and Visa Entry Reform Act of 2002
Target entity description: The Enhanced Border Security and Visa Entry Reform Act of 2002 is a U.S. law enacted after the September 11 attacks to strengthen border controls, improve visa issuance procedures, and enhance tracking of foreign nationals entering the United States.
  • A. Homeland Security Act of 2002
    The Homeland Security Act of 2002 is a U.S. federal law that reorganized and consolidated numerous government agencies to create the Department of Homeland Security in response to the September 11, 2001 terrorist attacks.
  • B. Protect America Act of 2007
    The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
  • C. Intelligence Reform and Terrorism Prevention Act of 2004
    The Intelligence Reform and Terrorism Prevention Act of 2004 is a major U.S. federal law enacted after the 9/11 attacks to overhaul the intelligence community and strengthen national security coordination.
  • D. USA PATRIOT Improvement and Reauthorization Act of 2005
    The USA PATRIOT Improvement and Reauthorization Act of 2005 is a U.S. federal law that renewed and modified key surveillance and counterterrorism provisions of the original USA PATRIOT Act, adding some new civil liberties safeguards and oversight measures.
  • E. 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.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c268745481908be649526c18e558 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc63c3764819094cc02e6e2332a6b completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acca1b067481909d2ed51a6f1faae6 completed March 8, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69acca84efac8190a8f88e0c86b14a39 completed March 8, 2026, 1:01 a.m.
Created at: March 1, 2026, 7:56 p.m.