Triple

T6741874
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway network E154100 entity
Predicate connectsBorderCrossing P41237 FINISHED
Object Reynosa–McAllen border crossings
The Reynosa–McAllen border crossings are a group of international bridges and ports of entry linking Reynosa, Mexico, and McAllen, Texas, that serve as major conduits for commercial trade and daily cross-border travel.
E621331 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: Reynosa–McAllen border crossings | Statement: [Mexican Federal Highway network, connectsBorderCrossing, Reynosa–McAllen border crossings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reynosa–McAllen border crossings
Context triple: [Mexican Federal Highway network, connectsBorderCrossing, Reynosa–McAllen border crossings]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Ciudad Cuauhtémoc–La Mesilla border crossing
    The Ciudad Cuauhtémoc–La Mesilla border crossing is an international checkpoint linking southern Mexico and Guatemala, serving as a key route for regional trade and passenger travel in Central America.
  • 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: Reynosa–McAllen border crossings
Triple: [Mexican Federal Highway network, connectsBorderCrossing, Reynosa–McAllen border crossings]
Generated description
The Reynosa–McAllen border crossings are a group of international bridges and ports of entry linking Reynosa, Mexico, and McAllen, Texas, that serve as major conduits for commercial trade and daily cross-border travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reynosa–McAllen border crossings
Target entity description: The Reynosa–McAllen border crossings are a group of international bridges and ports of entry linking Reynosa, Mexico, and McAllen, Texas, that serve as major conduits for commercial trade and daily cross-border travel.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Ciudad Cuauhtémoc–La Mesilla border crossing
    The Ciudad Cuauhtémoc–La Mesilla border crossing is an international checkpoint linking southern Mexico and Guatemala, serving as a key route for regional trade and passenger travel in Central America.
  • 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7c94bac8190ae4b236d1b04bec9 completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723c148c88190bf47495b2d105f73 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724d740588190a4ed1aa532ee7335 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c725aedfd0819097ae603cc49ff9a8 completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:10 p.m.