Triple

T8732864
Position Surface form Disambiguated ID Type / Status
Subject Matehuala E207299 entity
Predicate isOnRoute P2127 FINISHED
Object 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.
E753132 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–Monterrey corridor | Statement: [Matehuala, isOnRoute, Mexico City–Monterrey corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mexico City–Monterrey corridor
Context triple: [Matehuala, isOnRoute, Mexico City–Monterrey corridor]
  • A. 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.
  • B. Veracruz–Mexico City route
    The Veracruz–Mexico City route was a crucial 19th-century corridor linking Mexico’s principal Gulf Coast port to its capital, making it a key strategic axis in military campaigns such as the Mexican–American War.
  • C. Mexico City–Puebla highway
    The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
  • D. Lerma–Toluca industrial corridor
    The Lerma–Toluca industrial corridor is a major manufacturing and logistics zone in the State of Mexico that concentrates numerous factories, warehouses, and industrial parks linking the cities of Lerma and Toluca.
  • E. Mexico City–Toluca highway
    The Mexico City–Toluca highway is a major toll road linking Mexico City with the city of Toluca, serving as a key commuter and freight corridor in central 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: Mexico City–Monterrey corridor
Triple: [Matehuala, isOnRoute, Mexico City–Monterrey corridor]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mexico City–Monterrey corridor
Target entity description: 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.
  • A. 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.
  • B. Veracruz–Mexico City route
    The Veracruz–Mexico City route was a crucial 19th-century corridor linking Mexico’s principal Gulf Coast port to its capital, making it a key strategic axis in military campaigns such as the Mexican–American War.
  • C. Mexico City–Puebla highway
    The Mexico City–Puebla highway is a major toll expressway in central Mexico that serves as a primary transportation corridor between the capital, Mexico City, and the city of Puebla.
  • D. Lerma–Toluca industrial corridor
    The Lerma–Toluca industrial corridor is a major manufacturing and logistics zone in the State of Mexico that concentrates numerous factories, warehouses, and industrial parks linking the cities of Lerma and Toluca.
  • E. Mexico City–Toluca highway
    The Mexico City–Toluca highway is a major toll road linking Mexico City with the city of Toluca, serving as a key commuter and freight corridor in central 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_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_69cf292d71ec819082095cb7b8b2d39c completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd42e6081908e016303eeb2241f completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce7570481908d8ce6a76443131e completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:37 p.m.