Triple

T683383
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-56 E13229 entity
Predicate containsTitle P3254 FINISHED
Object 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.
E82470 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 – Protecting the Border | Statement: [Public Law 107-56, containsTitle, Title IV – Protecting the Border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Protecting the Border
Context triple: [Public Law 107-56, containsTitle, Title IV – Protecting the Border]
  • A. Border Protection Troops
    The Border Protection Troops were a specialized military formation of communist-era Poland responsible for guarding and securing the country’s frontiers.
  • B. Subcommittee on Immigration, Citizenship, and Border Safety
    The Subcommittee on Immigration, Citizenship, and Border Safety is a panel of the U.S. Senate that focuses on immigration policy, naturalization issues, and border security matters.
  • C. U.S.–Mexico border
    The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
  • D. Illegal Immigration Reform and Immigrant Responsibility Act of 1996
    The Illegal Immigration Reform and Immigrant Responsibility Act of 1996 is a major U.S. federal law that significantly tightened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
  • E. Immigration Act of 1990
    The Immigration Act of 1990 is a major U.S. federal law that overhauled immigration policy by significantly increasing legal immigration levels, creating new visa categories (including the diversity visa lottery), and revising grounds for exclusion and deportation.
  • 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 – Protecting the Border
Triple: [Public Law 107-56, containsTitle, Title IV – Protecting the Border]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Protecting the Border
Target entity description: 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.
  • A. Border Protection Troops
    The Border Protection Troops were a specialized military formation of communist-era Poland responsible for guarding and securing the country’s frontiers.
  • B. Subcommittee on Immigration, Citizenship, and Border Safety
    The Subcommittee on Immigration, Citizenship, and Border Safety is a panel of the U.S. Senate that focuses on immigration policy, naturalization issues, and border security matters.
  • C. U.S.–Mexico border
    The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
  • D. Illegal Immigration Reform and Immigrant Responsibility Act of 1996
    The Illegal Immigration Reform and Immigrant Responsibility Act of 1996 is a major U.S. federal law that significantly tightened immigration enforcement, expanded grounds for deportation, and restructured procedures for removing noncitizens.
  • E. Immigration Act of 1990
    The Immigration Act of 1990 is a major U.S. federal law that overhauled immigration policy by significantly increasing legal immigration levels, creating new visa categories (including the diversity visa lottery), and revising grounds for exclusion and deportation.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a070d4c08190a510a8f9c1ae8076 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3a5701c8190810e5e52bc2b61f7 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5cd8acc888190b9bb80198bce5d00 completed March 2, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce6232e08190a8dba769f173f431 completed March 2, 2026, 5:52 p.m.
Created at: March 1, 2026, 7:36 p.m.