Triple

T1928818
Position Surface form Disambiguated ID Type / Status
Subject Office of Field Operations E40892 entity
Predicate usesProgram P6928 FINISHED
Object Global Entry
Global Entry is a U.S. Customs and Border Protection trusted traveler program that provides expedited clearance for pre-approved, low-risk international travelers entering the United States.
E215348 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: Global Entry | Statement: [Office of Field Operations, usesProgram, Global Entry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Entry
Context triple: [Office of Field Operations, usesProgram, Global Entry]
  • A. Smart Traveler Enrollment Program (STEP) for U.S. citizens
    The Smart Traveler Enrollment Program (STEP) is a free U.S. government service that lets American citizens register their overseas trips so they can receive safety updates and be more easily assisted by embassies and consulates in emergencies.
  • 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. Known Traveler Number system
    The Known Traveler Number system is a U.S. trusted traveler identification program that allows pre-approved passengers to receive expedited security screening at airports.
  • D. U.S. ports of entry
    U.S. ports of entry are official border crossing points—such as airports, seaports, and land crossings—where travelers and goods are inspected and processed for admission into the United States.
  • E. TSA PreCheck expedited screening
    TSA PreCheck expedited screening is a U.S. airport security program that allows pre-approved travelers to use dedicated lanes with streamlined screening procedures, such as keeping shoes and light jackets on and leaving laptops in bags.
  • 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: Global Entry
Triple: [Office of Field Operations, usesProgram, Global Entry]
Generated description
Global Entry is a U.S. Customs and Border Protection trusted traveler program that provides expedited clearance for pre-approved, low-risk international travelers entering the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Entry
Target entity description: Global Entry is a U.S. Customs and Border Protection trusted traveler program that provides expedited clearance for pre-approved, low-risk international travelers entering the United States.
  • A. Smart Traveler Enrollment Program (STEP) for U.S. citizens
    The Smart Traveler Enrollment Program (STEP) is a free U.S. government service that lets American citizens register their overseas trips so they can receive safety updates and be more easily assisted by embassies and consulates in emergencies.
  • 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. Known Traveler Number system
    The Known Traveler Number system is a U.S. trusted traveler identification program that allows pre-approved passengers to receive expedited security screening at airports.
  • D. U.S. ports of entry
    U.S. ports of entry are official border crossing points—such as airports, seaports, and land crossings—where travelers and goods are inspected and processed for admission into the United States.
  • E. TSA PreCheck expedited screening
    TSA PreCheck expedited screening is a U.S. airport security program that allows pre-approved travelers to use dedicated lanes with streamlined screening procedures, such as keeping shoes and light jackets on and leaving laptops in bags.
  • 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_69a8864711648190b07bed24ed76258e completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb26593308190835863b760449d04 completed March 7, 2026, 5:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3ed31448190a2e5d088ab5886b8 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf48412b08190b6ad0f3abf42a081 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf4f7c908819089ccdc881af10da9 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.