Triple

T12626793

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sumas–Abbotsford Border Crossing	`E301535`	entity
Predicate	alsoKnownAs	`P39`	FINISHED
Object	Sumas Port of Entry Sumas Port of Entry is a major Canada–United States land border crossing between Sumas, Washington, and Abbotsford, British Columbia, serving both commercial and passenger traffic.	`E993266`	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: Sumas Port of Entry | Statement: [Sumas–Abbotsford Border Crossing, alsoKnownAs, Sumas Port of Entry]

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

Target entity: Sumas Port of Entry
Context triple: [Sumas–Abbotsford Border Crossing, alsoKnownAs, Sumas Port of Entry]

A. Emerson Port of Entry
Emerson Port of Entry is a major Canada–United States border crossing facility in Manitoba that handles significant commercial and passenger traffic between the two countries.
B. 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.
C. Anthony Port of Entry
Anthony Port of Entry is a U.S.–Mexico border crossing facility located near the community of Anthony in southern New Mexico, serving as a checkpoint for international travel and trade.
D. Santa Teresa Port of Entry
Santa Teresa Port of Entry is a major U.S.–Mexico border crossing facility in southern New Mexico that handles commercial and passenger traffic between the two countries.
E. Brownsville Port of Entry
The Brownsville Port of Entry is a major U.S.–Mexico border crossing facility in Brownsville, Texas, handling significant vehicular and pedestrian traffic and supporting international trade and travel.
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: Sumas Port of Entry
Triple: [Sumas–Abbotsford Border Crossing, alsoKnownAs, Sumas Port of Entry]

Generated description

Sumas Port of Entry is a major Canada–United States land border crossing between Sumas, Washington, and Abbotsford, British Columbia, serving both commercial and passenger traffic.

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

Target entity: Sumas Port of Entry
Target entity description: Sumas Port of Entry is a major Canada–United States land border crossing between Sumas, Washington, and Abbotsford, British Columbia, serving both commercial and passenger traffic.

A. Emerson Port of Entry
Emerson Port of Entry is a major Canada–United States border crossing facility in Manitoba that handles significant commercial and passenger traffic between the two countries.
B. 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.
C. Anthony Port of Entry
Anthony Port of Entry is a U.S.–Mexico border crossing facility located near the community of Anthony in southern New Mexico, serving as a checkpoint for international travel and trade.
D. Santa Teresa Port of Entry
Santa Teresa Port of Entry is a major U.S.–Mexico border crossing facility in southern New Mexico that handles commercial and passenger traffic between the two countries.
E. Brownsville Port of Entry
The Brownsville Port of Entry is a major U.S.–Mexico border crossing facility in Brownsville, Texas, handling significant vehicular and pedestrian traffic and supporting international trade and travel.
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_69d7bdeaf49c8190b13800111fa77ea3`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d9610b91dc8190a9abefb88447b0ae`	completed	April 10, 2026, 8:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f65ed8d81c8190baed4292ce3a74a1`	completed	May 2, 2026, 8:30 p.m.
NEDg	Description generation	`batch_69f661e72c2081909b90d849b0449605`	completed	May 2, 2026, 8:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69f662695a348190b9911a19dfc9e779`	completed	May 2, 2026, 8:45 p.m.

Created at: April 9, 2026, 5:14 p.m.