Triple
T1928821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Field Operations |
E40892
|
entity |
| Predicate | usesProgram |
P6928
|
FINISHED |
| Object |
Automated Passport Control kiosks
Automated Passport Control kiosks are self-service machines at U.S. ports of entry that streamline and expedite the inspection process for eligible travelers by automating passport and customs data collection.
|
E215351
|
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: Automated Passport Control kiosks | Statement: [Office of Field Operations, usesProgram, Automated Passport Control kiosks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automated Passport Control kiosks Context triple: [Office of Field Operations, usesProgram, Automated Passport Control kiosks]
-
A.
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.
-
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.
Integrated Automated Fingerprint Identification System
The Integrated Automated Fingerprint Identification System is the FBI’s large-scale computerized system for storing, searching, and matching fingerprint and biometric data to support criminal identification and investigative work.
-
D.
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.
-
E.
International Arrivals Facility
The International Arrivals Facility is the dedicated terminal area at Ontario International Airport that processes passengers arriving on international flights, including customs and immigration services.
- 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: Automated Passport Control kiosks Triple: [Office of Field Operations, usesProgram, Automated Passport Control kiosks]
Generated description
Automated Passport Control kiosks are self-service machines at U.S. ports of entry that streamline and expedite the inspection process for eligible travelers by automating passport and customs data collection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Automated Passport Control kiosks Target entity description: Automated Passport Control kiosks are self-service machines at U.S. ports of entry that streamline and expedite the inspection process for eligible travelers by automating passport and customs data collection.
-
A.
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.
-
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.
Integrated Automated Fingerprint Identification System
The Integrated Automated Fingerprint Identification System is the FBI’s large-scale computerized system for storing, searching, and matching fingerprint and biometric data to support criminal identification and investigative work.
-
D.
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.
-
E.
International Arrivals Facility
The International Arrivals Facility is the dedicated terminal area at Ontario International Airport that processes passengers arriving on international flights, including customs and immigration services.
- 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.