Triple

T4243700
Position Surface form Disambiguated ID Type / Status
Subject Secure Flight E95474 entity
Predicate relatedProgram P37 FINISHED
Object DHS Traveler Redress Inquiry Program
The DHS Traveler Redress Inquiry Program (DHS TRIP) is a U.S. Department of Homeland Security process that allows travelers to seek resolution and correction if they experience repeated security screening problems, misidentification, or watchlist-related travel difficulties.
E424887 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: DHS Traveler Redress Inquiry Program | Statement: [Secure Flight, relatedProgram, DHS Traveler Redress Inquiry Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DHS Traveler Redress Inquiry Program
Context triple: [Secure Flight, relatedProgram, DHS Traveler Redress Inquiry Program]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. TSA
    TSA is the IATA airport code for Taipei Songshan Airport, a major domestic and regional airport serving Taipei, Taiwan.
  • E. 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.
  • 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: DHS Traveler Redress Inquiry Program
Triple: [Secure Flight, relatedProgram, DHS Traveler Redress Inquiry Program]
Generated description
The DHS Traveler Redress Inquiry Program (DHS TRIP) is a U.S. Department of Homeland Security process that allows travelers to seek resolution and correction if they experience repeated security screening problems, misidentification, or watchlist-related travel difficulties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DHS Traveler Redress Inquiry Program
Target entity description: The DHS Traveler Redress Inquiry Program (DHS TRIP) is a U.S. Department of Homeland Security process that allows travelers to seek resolution and correction if they experience repeated security screening problems, misidentification, or watchlist-related travel difficulties.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. TSA
    TSA is the IATA airport code for Taipei Songshan Airport, a major domestic and regional airport serving Taipei, Taiwan.
  • E. 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.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e8a676c8190ac2cb59e62613dd9 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a876a8dc8190b79d7a3d5eec5609 completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a925b8e881908338dc0620b18734 completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5ad224c848190b1ce76d61fc1d564 completed March 14, 2026, 6:46 p.m.
Created at: March 12, 2026, 11:05 p.m.