Triple

T4010686
Position Surface form Disambiguated ID Type / Status
Subject Helms–Burton Act E90636 entity
Predicate containsProvision P1393 FINISHED
Object Title IV – Exclusion of Certain Aliens
Title IV – Exclusion of Certain Aliens is a provision of the Helms–Burton Act that authorizes denying entry into the United States to certain foreign nationals involved in trafficking in property confiscated by the Cuban government.
E406181 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 – Exclusion of Certain Aliens | Statement: [Helms–Burton Act, containsProvision, Title IV – Exclusion of Certain Aliens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Exclusion of Certain Aliens
Context triple: [Helms–Burton Act, containsProvision, Title IV – Exclusion of Certain Aliens]
  • A. Title IV – Restricting Welfare and Public Benefits for Aliens
    Title IV – Restricting Welfare and Public Benefits for Aliens is a section of U.S. welfare reform law that limits non-citizens’ eligibility for federal, state, and local public assistance programs.
  • B. 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.
  • C. Immigration and Nationality Act
    The Immigration and Nationality Act is the foundational U.S. federal law that governs immigration policy, including visas, admission, naturalization, and deportation of non-citizens.
  • D. 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.
  • E. Alien Registration Act of 1940
    The Alien Registration Act of 1940 was a U.S. federal law that criminalized advocating the violent overthrow of the government and required non-citizen adults to register with the government.
  • 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 – Exclusion of Certain Aliens
Triple: [Helms–Burton Act, containsProvision, Title IV – Exclusion of Certain Aliens]
Generated description
Title IV – Exclusion of Certain Aliens is a provision of the Helms–Burton Act that authorizes denying entry into the United States to certain foreign nationals involved in trafficking in property confiscated by the Cuban government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Exclusion of Certain Aliens
Target entity description: Title IV – Exclusion of Certain Aliens is a provision of the Helms–Burton Act that authorizes denying entry into the United States to certain foreign nationals involved in trafficking in property confiscated by the Cuban government.
  • A. Title IV – Restricting Welfare and Public Benefits for Aliens
    Title IV – Restricting Welfare and Public Benefits for Aliens is a section of U.S. welfare reform law that limits non-citizens’ eligibility for federal, state, and local public assistance programs.
  • B. 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.
  • C. Immigration and Nationality Act
    The Immigration and Nationality Act is the foundational U.S. federal law that governs immigration policy, including visas, admission, naturalization, and deportation of non-citizens.
  • D. 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.
  • E. Alien Registration Act of 1940
    The Alien Registration Act of 1940 was a U.S. federal law that criminalized advocating the violent overthrow of the government and required non-citizen adults to register with the government.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa86c92c81908d8a610b14e22131 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c6df2e88190b6fd58bd8102d62a completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d506140819096934d30f9986866 completed March 14, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69b54ded2e6c8190a6dc9ce2f5d474b8 completed March 14, 2026, noon
Created at: March 9, 2026, 3:34 p.m.