Triple

T838264
Position Surface form Disambiguated ID Type / Status
Subject Immigration and Customs Enforcement E18118 entity
Predicate usesProgram P6928 FINISHED
Object Student and Exchange Visitor Program oversight through HSI
Student and Exchange Visitor Program oversight through HSI refers to Homeland Security Investigations’ role in monitoring and enforcing compliance within the U.S. student and exchange visitor immigration system to protect national security and ensure program integrity.
E99012 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: Student and Exchange Visitor Program oversight through HSI | Statement: [Immigration and Customs Enforcement, usesProgram, Student and Exchange Visitor Program oversight through HSI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Student and Exchange Visitor Program oversight through HSI
Context triple: [Immigration and Customs Enforcement, usesProgram, Student and Exchange Visitor Program oversight through HSI]
  • A. Fulbright Program
    The Fulbright Program is a prestigious international educational exchange initiative that offers scholarships for students, scholars, and professionals to study, teach, or conduct research abroad, fostering mutual understanding between the United States and other countries.
  • B. U.S. Visitor and Immigrant Status Indicator Technology
    U.S. Visitor and Immigrant Status Indicator Technology (US-VISIT) is a U.S. government biometric entry–exit tracking system used to verify the identities and monitor the movements of foreign nationals entering and leaving the United States.
  • C. National Security Law Program
    The National Security Law Program is a specialized academic initiative at Columbia Law School focused on the legal, policy, and institutional frameworks governing national security and related issues.
  • D. Erasmus+ mobility programs
    Erasmus+ mobility programs are European Union initiatives that fund and support international study, training, teaching, and exchange opportunities for students and staff across higher education institutions.
  • E. international programs office
    The international programs office is a division that manages and coordinates an organization’s global initiatives, partnerships, and activities with foreign counterparts.
  • 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: Student and Exchange Visitor Program oversight through HSI
Triple: [Immigration and Customs Enforcement, usesProgram, Student and Exchange Visitor Program oversight through HSI]
Generated description
Student and Exchange Visitor Program oversight through HSI refers to Homeland Security Investigations’ role in monitoring and enforcing compliance within the U.S. student and exchange visitor immigration system to protect national security and ensure program integrity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Student and Exchange Visitor Program oversight through HSI
Target entity description: Student and Exchange Visitor Program oversight through HSI refers to Homeland Security Investigations’ role in monitoring and enforcing compliance within the U.S. student and exchange visitor immigration system to protect national security and ensure program integrity.
  • A. Fulbright Program
    The Fulbright Program is a prestigious international educational exchange initiative that offers scholarships for students, scholars, and professionals to study, teach, or conduct research abroad, fostering mutual understanding between the United States and other countries.
  • B. U.S. Visitor and Immigrant Status Indicator Technology
    U.S. Visitor and Immigrant Status Indicator Technology (US-VISIT) is a U.S. government biometric entry–exit tracking system used to verify the identities and monitor the movements of foreign nationals entering and leaving the United States.
  • C. National Security Law Program
    The National Security Law Program is a specialized academic initiative at Columbia Law School focused on the legal, policy, and institutional frameworks governing national security and related issues.
  • D. Erasmus+ mobility programs
    Erasmus+ mobility programs are European Union initiatives that fund and support international study, training, teaching, and exchange opportunities for students and staff across higher education institutions.
  • E. international programs office
    The international programs office is a division that manages and coordinates an organization’s global initiatives, partnerships, and activities with foreign counterparts.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abd0e8bc8190afe29cd4745c2f86 completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7929624e88190bb7e1c644b8cc52b completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a793a3fa2481909cfdfd5825ee8e8d completed March 4, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69a794261614819089e8d36c7a0a94f1 completed March 4, 2026, 2:08 a.m.
Created at: March 1, 2026, 7:38 p.m.