Triple

T8732865
Position Surface form Disambiguated ID Type / Status
Subject Matehuala E207299 entity
Predicate isOnRoute P2127 FINISHED
Object Mexico City–Laredo corridor
The Mexico City–Laredo corridor is a major transportation route in Mexico that links the capital, Mexico City, with the U.S. border city of Nuevo Laredo, serving as a key axis for trade and travel between the two countries.
E754980 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: Mexico City–Laredo corridor | Statement: [Matehuala, isOnRoute, Mexico City–Laredo corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico City–Laredo corridor
Context triple: [Matehuala, isOnRoute, Mexico City–Laredo corridor]
  • A. Mexico City–Monterrey corridor
    The Mexico City–Monterrey corridor is a major transportation and economic axis in northeastern and central Mexico, linking the capital with the industrial hub of Monterrey through key intermediate cities.
  • B. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • C. Mexico–United States trade corridor
    The Mexico–United States trade corridor is a major binational freight and transportation route that channels high-volume commercial traffic between industrial and port regions in Mexico and markets in the United States.
  • D. CANAMEX Corridor
    The CANAMEX Corridor is a major North American trade and transportation route linking Canada, the United States, and Mexico to facilitate commerce and economic integration.
  • E. Baja California border corridor
    The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
  • 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: Mexico City–Laredo corridor
Triple: [Matehuala, isOnRoute, Mexico City–Laredo corridor]
Generated description
The Mexico City–Laredo corridor is a major transportation route in Mexico that links the capital, Mexico City, with the U.S. border city of Nuevo Laredo, serving as a key axis for trade and travel between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico City–Laredo corridor
Target entity description: The Mexico City–Laredo corridor is a major transportation route in Mexico that links the capital, Mexico City, with the U.S. border city of Nuevo Laredo, serving as a key axis for trade and travel between the two countries.
  • A. Mexico City–Monterrey corridor
    The Mexico City–Monterrey corridor is a major transportation and economic axis in northeastern and central Mexico, linking the capital with the industrial hub of Monterrey through key intermediate cities.
  • B. Mexico City–Acapulco corridor
    The Mexico City–Acapulco corridor is a major transportation route in Mexico that links the nation’s capital with the Pacific coastal resort city of Acapulco, serving as a key axis for tourism and commerce.
  • C. Mexico–United States trade corridor
    The Mexico–United States trade corridor is a major binational freight and transportation route that channels high-volume commercial traffic between industrial and port regions in Mexico and markets in the United States.
  • D. CANAMEX Corridor
    The CANAMEX Corridor is a major North American trade and transportation route linking Canada, the United States, and Mexico to facilitate commerce and economic integration.
  • E. Baja California border corridor
    The Baja California border corridor is a transnational region along the Mexico–United States border in the state of Baja California, encompassing key border cities and crossings that serve as major hubs for trade, migration, and cultural exchange.
  • 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_69ca8358e4008190898471a59b96c301 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d2903b08190a5ef29b6d6ca5f1c completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42bd840081908074e9d322a15b68 completed April 3, 2026, 4:31 a.m.
NEDg Description generation batch_69cf44b3ce2c8190b109189990ae6564 completed April 3, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69cf4578473081909fc55632c366a56a completed April 3, 2026, 4:43 a.m.
Created at: March 30, 2026, 6:37 p.m.