Triple

T21303190
Position Surface form Disambiguated ID Type / Status
Subject Douglas, Arizona E525120 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Douglas–Agua Prieta border crossing
The Douglas–Agua Prieta border crossing is an international port of entry connecting Douglas, Arizona, in the United States with Agua Prieta, Sonora, in Mexico, facilitating both vehicular and pedestrian traffic between the two cities.
E1477550 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: Douglas–Agua Prieta border crossing | Statement: [Douglas, Arizona, hasBorderCrossing, Douglas–Agua Prieta border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Douglas–Agua Prieta border crossing
Context triple: [Douglas, Arizona, hasBorderCrossing, Douglas–Agua Prieta border crossing]
  • A. 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.
  • 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. Piedras Negras–Eagle Pass border crossing
    The Piedras Negras–Eagle Pass border crossing is a major international gateway between Coahuila, Mexico, and Texas, United States, facilitating significant commercial trade and daily commuter traffic across the Rio Grande.
  • D. Peñas Blancas border crossing
    Peñas Blancas border crossing is a major land border checkpoint between Costa Rica and Nicaragua, serving as a key transit point for regional trade and travel in Central America.
  • 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: Douglas–Agua Prieta border crossing
Triple: [Douglas, Arizona, hasBorderCrossing, Douglas–Agua Prieta border crossing]
Generated description
The Douglas–Agua Prieta border crossing is an international port of entry connecting Douglas, Arizona, in the United States with Agua Prieta, Sonora, in Mexico, facilitating both vehicular and pedestrian traffic between the two cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Douglas–Agua Prieta border crossing
Target entity description: The Douglas–Agua Prieta border crossing is an international port of entry connecting Douglas, Arizona, in the United States with Agua Prieta, Sonora, in Mexico, facilitating both vehicular and pedestrian traffic between the two cities.
  • A. 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.
  • 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. Piedras Negras–Eagle Pass border crossing
    The Piedras Negras–Eagle Pass border crossing is a major international gateway between Coahuila, Mexico, and Texas, United States, facilitating significant commercial trade and daily commuter traffic across the Rio Grande.
  • D. Peñas Blancas border crossing
    Peñas Blancas border crossing is a major land border checkpoint between Costa Rica and Nicaragua, serving as a key transit point for regional trade and travel in Central America.
  • 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7385da340819083c07f353f2142b0 completed April 21, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ed108ec81909042b00955d5cd0c completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099f592488819098c54b433ce5e67e completed May 17, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_6a09a033f5108190b8000934050ad55e completed May 17, 2026, 11:02 a.m.
Created at: April 16, 2026, 4:05 p.m.