Triple

T2780493
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 2 E61679 entity
Predicate formsPartOfCorridor P2566 FINISHED
Object Mexico–U.S. border corridor
The Mexico–U.S. border corridor is a strategic transnational region spanning the length of the international boundary, characterized by intensive cross-border trade, migration, security operations, and interconnected transportation infrastructure.
E7820 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: Mexico–U.S. border corridor | Statement: [Mexican Federal Highway 2, formsPartOfCorridor, Mexico–U.S. border corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico–U.S. border corridor
Context triple: [Mexican Federal Highway 2, formsPartOfCorridor, Mexico–U.S. border corridor]
  • A. 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.
  • B. U.S.–Mexico border
    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.
  • C. El Paso–Ciudad Juárez crossing
    The El Paso–Ciudad Juárez crossing is a major binational urban gateway where the U.S. city of El Paso, Texas, and the Mexican city of Ciudad Juárez meet, forming one of the busiest land ports of entry between the two countries.
  • D. Laredo–Nuevo Laredo crossing
    The Laredo–Nuevo Laredo crossing is a major international gateway for trade and travel between the United States and Mexico, linking Laredo, Texas, with Nuevo Laredo, Tamaulipas.
  • E. Brownsville–Matamoros crossing
    The Brownsville–Matamoros crossing is a major international border crossing complex linking Brownsville, Texas, and Matamoros, Tamaulipas, and serving as a key gateway for trade and travel between the United States and Mexico.
  • 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: Mexico–U.S. border corridor
Triple: [Mexican Federal Highway 2, formsPartOfCorridor, Mexico–U.S. border corridor]
Generated description
The Mexico–U.S. border corridor is a strategic transnational region spanning the length of the international boundary, characterized by intensive cross-border trade, migration, security operations, and interconnected transportation infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico–U.S. border corridor
Target entity description: The Mexico–U.S. border corridor is a strategic transnational region spanning the length of the international boundary, characterized by intensive cross-border trade, migration, security operations, and interconnected transportation infrastructure.
  • A. 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.
  • B. 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.
  • C. El Paso–Ciudad Juárez crossing
    The El Paso–Ciudad Juárez crossing is a major binational urban gateway where the U.S. city of El Paso, Texas, and the Mexican city of Ciudad Juárez meet, forming one of the busiest land ports of entry between the two countries.
  • D. Laredo–Nuevo Laredo crossing
    The Laredo–Nuevo Laredo crossing is a major international gateway for trade and travel between the United States and Mexico, linking Laredo, Texas, with Nuevo Laredo, Tamaulipas.
  • E. Brownsville–Matamoros crossing
    The Brownsville–Matamoros crossing is a major international border crossing complex linking Brownsville, Texas, and Matamoros, Tamaulipas, and serving as a key gateway for trade and travel between the United States and Mexico.
  • F. None of above.

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_69ab4b7e43c48190997b8fc8fb1663ab completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd997ebc8190bff88fe549827615 completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d56399881909f5e54f751fe5ad0 completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b0224541d481909dfad465b7e950da completed March 10, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_69b022f16c3881908bf8acf9d0d54d2b completed March 10, 2026, 1:56 p.m.
Created at: March 6, 2026, 9:57 p.m.