Triple

T6774192
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 15D E155113 entity
Predicate connectsToBorderCrossing P41237 FINISHED
Object Nogales border crossing
The Nogales border crossing is a major international port of entry between Nogales, Arizona, and Nogales, Sonora, serving as a key gateway for commercial trade and passenger traffic between the United States and Mexico.
E620456 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: Nogales border crossing | Statement: [Mexican Federal Highway 15D, connectsToBorderCrossing, Nogales border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nogales border crossing
Context triple: [Mexican Federal Highway 15D, connectsToBorderCrossing, Nogales border crossing]
  • A. 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.
  • B. 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.
  • 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. San Ysidro Port of Entry
    The San Ysidro Port of Entry is one of the busiest land border crossings in the world, connecting the United States and Mexico between San Diego and Tijuana.
  • E. Mexicali border crossing
    The Mexicali border crossing is a major port of entry between Mexicali, Mexico, and Calexico, California, facilitating significant commercial and passenger traffic between the two countries.
  • 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: Nogales border crossing
Triple: [Mexican Federal Highway 15D, connectsToBorderCrossing, Nogales border crossing]
Generated description
The Nogales border crossing is a major international port of entry between Nogales, Arizona, and Nogales, Sonora, serving as a key gateway for commercial trade and passenger traffic between the United States and Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nogales border crossing
Target entity description: The Nogales border crossing is a major international port of entry between Nogales, Arizona, and Nogales, Sonora, serving as a key gateway for commercial trade and passenger traffic between the United States and Mexico.
  • A. 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.
  • B. 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.
  • 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. San Ysidro Port of Entry
    The San Ysidro Port of Entry is one of the busiest land border crossings in the world, connecting the United States and Mexico between San Diego and Tijuana.
  • E. Mexicali border crossing
    The Mexicali border crossing is a major port of entry between Mexicali, Mexico, and Calexico, California, facilitating significant commercial and passenger traffic between the two countries.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24c1b088190b99e9264b9b03dd8 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a803fe08190b4dc32d09e91da07 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71c795f8c81909d7ed0a686cae4d7 completed March 28, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69c71d0fbfac8190bd7842963d049524 completed March 28, 2026, 12:13 a.m.
Created at: March 27, 2026, 2:13 p.m.