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.