Triple
T20883528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Falls–Fort Frances border crossing |
E514211
|
entity |
| Predicate | borderInspectionAgencyUS |
P90079
|
FINISHED |
| Object | U.S. Customs and Border Protection |
—
|
NE NERFINISHED |
How this triple was built (3 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: U.S. Customs and Border Protection | Statement: [International Falls–Fort Frances border crossing, borderInspectionAgencyUS, U.S. Customs and Border Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Customs and Border Protection Context triple: [International Falls–Fort Frances border crossing, borderInspectionAgencyUS, U.S. Customs and Border Protection]
-
A.
U.S. Customs and Border Protection
chosen
U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
-
B.
Federal Office for Customs and Border Security
The Federal Office for Customs and Border Security is Switzerland’s national authority responsible for customs control, border security, and related law enforcement tasks.
-
C.
Customs and Border Control Department
The Customs and Border Control Department is the arm of Kenya’s tax authority responsible for regulating cross-border trade, collecting customs duties, and enforcing import and export laws at the country’s entry and exit points.
-
D.
Immigration and Customs Enforcement
Immigration and Customs Enforcement (ICE) is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws, investigating cross-border crime, and managing the detention and removal of unauthorized immigrants.
-
E.
United States Customs Service
The United States Customs Service was a federal agency responsible for collecting import duties and enforcing customs and trade laws at U.S. borders and ports of entry.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: borderInspectionAgencyUS Context triple: [International Falls–Fort Frances border crossing, borderInspectionAgencyUS, U.S. Customs and Border Protection]
-
A.
borderAgencyUnitedStates
chosen
Indicates that the agency operates as or is part of the border control or border security authority of the United States.
-
B.
borderFacilityFunction
Indicates the functional role or purpose that a particular facility serves in the context of a border or border-crossing operation.
-
C.
immigrationAuthority
Indicates that an entity has official power or responsibility to regulate, control, or make decisions about immigration-related matters concerning another entity.
-
D.
borderStation
Indicates a facility or checkpoint located at or near a border where cross-boundary movement, control, or processing of people or goods occurs.
-
E.
borderFacilityContext
Indicates a contextual relationship where an entity is associated with, operates within, or is relevant to a border facility or border-control setting.
- F. None of above.
Provenance (3 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c67b03088190be7cbcde8c59509a |
completed | April 21, 2026, 12:36 a.m. |
| PD | Predicate disambiguation | batch_69e5c9a8dc148190b33ff51894e2a8f9 |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 12:46 p.m.