Triple
T2133116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pembina, North Dakota |
E46586
|
entity |
| Predicate | hasNearbyBorderFacility |
P27684
|
FINISHED |
| Object |
Canada Border Services Agency port of entry at Emerson
The Canada Border Services Agency port of entry at Emerson is a major Canadian land border crossing facility in Manitoba that processes travelers and commercial traffic entering from the United States near Pembina, North Dakota.
|
E237966
|
NE FINISHED |
How this triple was built (5 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: Canada Border Services Agency port of entry at Emerson | Statement: [Pembina, North Dakota, hasNearbyBorderFacility, Canada Border Services Agency port of entry at Emerson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canada Border Services Agency port of entry at Emerson Context triple: [Pembina, North Dakota, hasNearbyBorderFacility, Canada Border Services Agency port of entry at Emerson]
-
A.
Canada Border Services Agency
The Canada Border Services Agency is the federal organization responsible for border control, customs, and immigration enforcement at ports of entry across Canada.
-
B.
U.S. ports of entry
U.S. ports of entry are official border crossing points—such as airports, seaports, and land crossings—where travelers and goods are inspected and processed for admission into the United States.
-
C.
San Luis Port of Entry
San Luis Port of Entry is a major U.S.–Mexico border crossing facility near San Luis, Arizona, that handles significant vehicular and pedestrian traffic between the two countries.
-
D.
Andrade Port of Entry
Andrade Port of Entry is a U.S.–Mexico border crossing facility in southeastern California that serves as a gateway between Imperial County and the Mexican state of Baja California.
-
E.
Madawaska–Edmundston Border Crossing
The Madawaska–Edmundston Border Crossing is an international crossing over the Saint John River connecting Madawaska, Maine, in the United States with Edmundston, New Brunswick, in Canada.
- 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: Canada Border Services Agency port of entry at Emerson Triple: [Pembina, North Dakota, hasNearbyBorderFacility, Canada Border Services Agency port of entry at Emerson]
Generated description
The Canada Border Services Agency port of entry at Emerson is a major Canadian land border crossing facility in Manitoba that processes travelers and commercial traffic entering from the United States near Pembina, North Dakota.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Canada Border Services Agency port of entry at Emerson Target entity description: The Canada Border Services Agency port of entry at Emerson is a major Canadian land border crossing facility in Manitoba that processes travelers and commercial traffic entering from the United States near Pembina, North Dakota.
-
A.
Canada Border Services Agency
The Canada Border Services Agency is the federal organization responsible for border control, customs, and immigration enforcement at ports of entry across Canada.
-
B.
U.S. ports of entry
U.S. ports of entry are official border crossing points—such as airports, seaports, and land crossings—where travelers and goods are inspected and processed for admission into the United States.
-
C.
San Luis Port of Entry
San Luis Port of Entry is a major U.S.–Mexico border crossing facility near San Luis, Arizona, that handles significant vehicular and pedestrian traffic between the two countries.
-
D.
Andrade Port of Entry
Andrade Port of Entry is a U.S.–Mexico border crossing facility in southeastern California that serves as a gateway between Imperial County and the Mexican state of Baja California.
-
E.
Madawaska–Edmundston Border Crossing
The Madawaska–Edmundston Border Crossing is an international crossing over the Saint John River connecting Madawaska, Maine, in the United States with Edmundston, New Brunswick, in Canada.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyBorderFacility Context triple: [Pembina, North Dakota, hasNearbyBorderFacility, Canada Border Services Agency port of entry at Emerson]
-
A.
nearBorderCrossing
chosen
Indicates that an entity is located close to a border crossing point between two regions or countries.
-
B.
crossBorderFacilityLocatedIn
Indicates that a cross-border facility is geographically situated within a specified territorial or administrative area.
-
C.
hasBorderFacilityType
Indicates that a border facility possesses or is classified by a specific type or category of border-related infrastructure or service.
-
D.
borderingCountryNearby
Indicates that one country is geographically close to, but does not necessarily share a direct land border with, another country.
-
E.
hasBorderCrossingFunction
Indicates that an entity serves as a location or facility where people, goods, or vehicles can legally cross a border between jurisdictions.
- F. None of above.
Provenance (6 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbba0c42c8190ab3ce4bbf1531ee1 |
completed | March 7, 2026, 5:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a82a7c8190bc6737034d01f176 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae528634608190bf10e3abf5a2c2d9 |
completed | March 9, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae536431bc8190b9f293d74046cb27 |
completed | March 9, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69abb7bf56e481909b0f497d238451cc |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:44 p.m.