Triple

T21098540
Position Surface form Disambiguated ID Type / Status
Subject Laredo International Airport E519831 entity
Predicate isBorderCityGatewayFor P93886 FINISHED
Object United States–Mexico border 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: United States–Mexico border | Statement: [Laredo International Airport, isBorderCityGatewayFor, United States–Mexico border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States–Mexico border
Context triple: [Laredo International Airport, isBorderCityGatewayFor, United States–Mexico border]
  • A. U.S.–Mexico border chosen
    The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
  • B. US–California border
    The US–California border is the state boundary that separates California from neighboring U.S. states such as Oregon, Nevada, and Arizona, stretching from the Pacific coast inland across diverse desert and mountain landscapes.
  • C. Canada–United States border
    The Canada–United States border is the world’s longest international land boundary, separating Canada and the United States across diverse terrains from the Atlantic to the Pacific and Arctic Oceans.
  • D. Baja California border corridor
    The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
  • E. Guatemala–Mexico border
    The Guatemala–Mexico border is the international boundary separating southern Mexico from western Guatemala, spanning diverse terrain from Pacific coastal plains to remote highland and jungle regions and serving as a major corridor for trade and migration in Mesoamerica.
  • 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: isBorderCityGatewayFor
Context triple: [Laredo International Airport, isBorderCityGatewayFor, United States–Mexico border]
  • A. cityIsBorderCity
    Indicates that a city is located on or near a boundary between two regions, countries, or administrative areas.
  • B. hasBorderCity
    Indicates that one location is a city situated on or very near the border of another geographic or political region.
  • C. hasGatewayCity chosen
    Indicates that one place serves as the primary gateway city (main entry or transit hub) for accessing another place.
  • D. isBorderMunicipality
    Indicates that a municipality is located on or directly adjacent to the border of a larger administrative region, country, or jurisdiction.
  • 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 (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_69e0b508d8dc81909be940dafe36c8f7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e71b5b51608190aa286d89a9d54e9f completed April 21, 2026, 6:38 a.m.
PD Predicate disambiguation batch_69e5dbff56848190a03b350a9305c612 completed April 20, 2026, 7:55 a.m.
Created at: April 16, 2026, 2:52 p.m.