Triple

T2688353

Position	Surface form	Disambiguated ID	Type / Status
Subject	McAllen, Texas	`E57537`	entity
Predicate	hasBorderCrossing	`P4105`	FINISHED
Object	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.	`E287626`	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: Hidalgo–Reynosa International Bridge | Statement: [McAllen, Texas, hasBorderCrossing, Hidalgo–Reynosa International Bridge]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Hidalgo–Reynosa International Bridge
Context triple: [McAllen, Texas, hasBorderCrossing, Hidalgo–Reynosa International Bridge]

A. Ysleta–Zaragoza International Bridge
The Ysleta–Zaragoza International Bridge is a major border crossing over the Rio Grande that connects El Paso, Texas, with Ciudad Juárez, Chihuahua, facilitating significant commercial and passenger traffic between the United States and Mexico.
B. Paso del Norte International Bridge
The Paso del Norte International Bridge is a major border crossing that connects downtown El Paso, Texas, with Ciudad Juárez, Chihuahua, facilitating significant pedestrian and vehicular traffic between the United States and Mexico.
C. 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.
D. Gateway to the Americas International Bridge
The Gateway to the Americas International Bridge is a major vehicular and pedestrian bridge over the Rio Grande that connects Laredo, Texas, in the United States with Nuevo Laredo, Tamaulipas, in Mexico, serving as a key port of entry between the two countries.
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: Hidalgo–Reynosa International Bridge
Triple: [McAllen, Texas, hasBorderCrossing, Hidalgo–Reynosa International Bridge]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Hidalgo–Reynosa International Bridge
Target entity description: 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.

A. Ysleta–Zaragoza International Bridge
The Ysleta–Zaragoza International Bridge is a major border crossing over the Rio Grande that connects El Paso, Texas, with Ciudad Juárez, Chihuahua, facilitating significant commercial and passenger traffic between the United States and Mexico.
B. Paso del Norte International Bridge
The Paso del Norte International Bridge is a major border crossing that connects downtown El Paso, Texas, with Ciudad Juárez, Chihuahua, facilitating significant pedestrian and vehicular traffic between the United States and Mexico.
C. 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.
D. Gateway to the Americas International Bridge
The Gateway to the Americas International Bridge is a major vehicular and pedestrian bridge over the Rio Grande that connects Laredo, Texas, in the United States with Nuevo Laredo, Tamaulipas, in Mexico, serving as a key port of entry between the two countries.
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

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_69ab4a5028388190a36f3baf1588309e`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd9f1ba3081909a349a2f30f8f9c9`	completed	March 7, 2026, 7:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afa0741bc48190adffe6cfae831e26`	completed	March 10, 2026, 4:39 a.m.
NEDg	Description generation	`batch_69afa13a81bc819091463e6589e72361`	completed	March 10, 2026, 4:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69afa1ab8da8819090af3ed60b417040`	completed	March 10, 2026, 4:44 a.m.

Created at: March 6, 2026, 9:54 p.m.