Triple
T2134455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laredo–Nuevo Laredo crossing |
E46616
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | USMCA |
E2693
|
NE FINISHED |
How this triple was built (2 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: USMCA | Statement: [Laredo–Nuevo Laredo crossing, relatedTo, USMCA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USMCA Context triple: [Laredo–Nuevo Laredo crossing, relatedTo, USMCA]
-
A.
USMCA
chosen
The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
-
B.
NAFTA
NAFTA was a trilateral trade agreement between the United States, Canada, and Mexico that created one of the world’s largest free-trade zones in North America.
-
C.
Canada–United States Free Trade Agreement
The Canada–United States Free Trade Agreement was a landmark 1989 accord that significantly reduced trade barriers and laid the groundwork for modern North American economic integration.
-
D.
USTR
USTR is the U.S. government agency responsible for developing and coordinating international trade policy and negotiating trade agreements on behalf of the United States.
-
E.
FTA
FTA is a U.S. government agency within the Department of Transportation that provides financial and technical assistance for public transportation systems nationwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbba24004819091ffb9440e8615fa |
completed | March 7, 2026, 5:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58d3275481909c8d74ca7c037ddd |
completed | March 9, 2026, 5:21 a.m. |
Created at: March 4, 2026, 7:44 p.m.