Triple

T10091246

Position	Surface form	Disambiguated ID	Type / Status
Subject	Global Entry	`E215348`	entity
Predicate	partOf	`P40`	FINISHED
Object	Trusted Traveler Programs Trusted Traveler Programs are U.S. government-run initiatives that provide pre-approved, low-risk travelers with expedited security and customs screening when entering or traveling within the United States.	`E840975`	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: Trusted Traveler Programs | Statement: [Global Entry, partOf, Trusted Traveler Programs]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Trusted Traveler Programs
Context triple: [Global Entry, partOf, Trusted Traveler Programs]

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. 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.
C. 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.
D. TSA Pre✓
TSA Pre✓ is a U.S. Transportation Security Administration program that offers expedited airport security screening for pre-approved, low-risk travelers.
E. 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.
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: Trusted Traveler Programs
Triple: [Global Entry, partOf, Trusted Traveler Programs]

Generated description

Trusted Traveler Programs are U.S. government-run initiatives that provide pre-approved, low-risk travelers with expedited security and customs screening when entering or traveling within the United States.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Trusted Traveler Programs
Target entity description: Trusted Traveler Programs are U.S. government-run initiatives that provide pre-approved, low-risk travelers with expedited security and customs screening when entering or traveling within the United States.

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. 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.
C. 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.
D. TSA Pre✓
TSA Pre✓ is a U.S. Transportation Security Administration program that offers expedited airport security screening for pre-approved, low-risk travelers.
E. 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.
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_69ca83a1eed081908b2e9580f2ebeea7`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cdd05aa02081908fba02e7085c6d7c`	completed	April 2, 2026, 2:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2b6a587e0819093f38d5e69db43ec`	completed	April 5, 2026, 7:23 p.m.
NEDg	Description generation	`batch_69d2b7901ea08190a48e984356bd3d71`	completed	April 5, 2026, 7:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d2b8813f9c8190a85462efb7a0a517`	completed	April 5, 2026, 7:31 p.m.

Created at: March 30, 2026, 9:01 p.m.