Triple

T16013474
Position Surface form Disambiguated ID Type / Status
Subject Hudspeth County E388399 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Fort Hancock–El Porvenir International Bridge
The Fort Hancock–El Porvenir International Bridge is a vehicular and pedestrian bridge over the Rio Grande that connects the community of Fort Hancock in Texas, USA, with El Porvenir in Chihuahua, Mexico, serving as a border crossing between the two countries.
E1189496 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: Fort Hancock–El Porvenir International Bridge | Statement: [Hudspeth County, hasBorderCrossing, Fort Hancock–El Porvenir International Bridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fort Hancock–El Porvenir International Bridge
Context triple: [Hudspeth County, hasBorderCrossing, Fort Hancock–El Porvenir International Bridge]
  • A. Del Rio–Ciudad Acuña International Bridge
    The Del Rio–Ciudad Acuña International Bridge is a major vehicular and pedestrian crossing over the Rio Grande that connects Del Rio, Texas, in the United States with Ciudad Acuña, Coahuila, in Mexico.
  • B. Anzalduas International Bridge
    Anzalduas International Bridge is an international border crossing over the Rio Grande that connects the McAllen, Texas area with Reynosa, Mexico, facilitating passenger and commercial traffic between the two countries.
  • C. Juárez–Lincoln International Bridge
    The Juárez–Lincoln International Bridge is a major vehicular border crossing over the Rio Grande that connects Nuevo Laredo, Mexico, with Laredo, Texas, facilitating significant commercial and passenger traffic between the two countries.
  • D. Brownsville–Matamoros International Bridge
    The Brownsville–Matamoros International Bridge is a major roadway and pedestrian bridge spanning the U.S.–Mexico border, connecting Brownsville, Texas, with Matamoros, Tamaulipas, and serving as a key conduit for cross-border travel and trade.
  • E. Hidalgo–Reynosa International Bridge
    The Hidalgo–Reynosa International Bridge is a major vehicular and pedestrian border crossing over the Rio Grande that connects the city of Hidalgo, Texas, with Reynosa, Tamaulipas, facilitating 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: Fort Hancock–El Porvenir International Bridge
Triple: [Hudspeth County, hasBorderCrossing, Fort Hancock–El Porvenir International Bridge]
Generated description
The Fort Hancock–El Porvenir International Bridge is a vehicular and pedestrian bridge over the Rio Grande that connects the community of Fort Hancock in Texas, USA, with El Porvenir in Chihuahua, Mexico, serving as a border crossing between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fort Hancock–El Porvenir International Bridge
Target entity description: The Fort Hancock–El Porvenir International Bridge is a vehicular and pedestrian bridge over the Rio Grande that connects the community of Fort Hancock in Texas, USA, with El Porvenir in Chihuahua, Mexico, serving as a border crossing between the two countries.
  • A. Del Rio–Ciudad Acuña International Bridge
    The Del Rio–Ciudad Acuña International Bridge is a major vehicular and pedestrian crossing over the Rio Grande that connects Del Rio, Texas, in the United States with Ciudad Acuña, Coahuila, in Mexico.
  • B. Anzalduas International Bridge
    Anzalduas International Bridge is an international border crossing over the Rio Grande that connects the McAllen, Texas area with Reynosa, Mexico, facilitating passenger and commercial traffic between the two countries.
  • C. Juárez–Lincoln International Bridge
    The Juárez–Lincoln International Bridge is a major vehicular border crossing over the Rio Grande that connects Nuevo Laredo, Mexico, with Laredo, Texas, facilitating significant commercial and passenger traffic between the two countries.
  • D. Brownsville–Matamoros International Bridge
    The Brownsville–Matamoros International Bridge is a major roadway and pedestrian bridge spanning the U.S.–Mexico border, connecting Brownsville, Texas, with Matamoros, Tamaulipas, and serving as a key conduit for cross-border travel and trade.
  • E. Hidalgo–Reynosa International Bridge
    The Hidalgo–Reynosa International Bridge is a major vehicular and pedestrian border crossing over the Rio Grande that connects the city of Hidalgo, Texas, with Reynosa, Tamaulipas, facilitating trade and travel between the United States and Mexico.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18292b79881908efac869603c4029 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf267a9c81908f1fa1ad117c5e2c completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd0bfc05881908d7223c52050ea14 completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd159dbcc81908ac586a6b8de57cf completed May 10, 2026, 12:29 a.m.
Created at: April 10, 2026, 4:55 a.m.