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.