Triple

T2850006
Position Surface form Disambiguated ID Type / Status
Subject Silao Municipality E63068 entity
Predicate hasEconomicCorridor P31150 FINISHED
Object León–Silao industrial corridor
The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
E306654 NE FINISHED

How this triple was built (5 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: León–Silao industrial corridor | Statement: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: León–Silao industrial corridor
Context triple: [Silao Municipality, hasEconomicCorridor, León–Silao industrial 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. Cancún–Tulum corridor
    The Cancún–Tulum corridor is a heavily developed Caribbean coastal strip in Mexico’s Riviera Maya, renowned for its beach resorts, nightlife, and archaeological sites.
  • C. 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.
  • D. 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.
  • E. Mexico–Querétaro Highway
    The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
  • 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: León–Silao industrial corridor
Triple: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
Generated description
The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: León–Silao industrial corridor
Target entity description: The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
  • 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. Cancún–Tulum corridor
    The Cancún–Tulum corridor is a heavily developed Caribbean coastal strip in Mexico’s Riviera Maya, renowned for its beach resorts, nightlife, and archaeological sites.
  • C. 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.
  • D. 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.
  • E. Mexico–Querétaro Highway
    The Mexico–Querétaro Highway is a major federal toll road in central Mexico that connects Mexico City with the city of Querétaro, serving as a key corridor for regional and national transportation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEconomicCorridor
Context triple: [Silao Municipality, hasEconomicCorridor, León–Silao industrial corridor]
  • A. isIndustrialCorridor chosen
    Indicates that an area or route is designated and used primarily for industrial activities, facilities, or transportation.
  • B. hasMajorEconomicRegion
    Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
  • C. hasMajorRailCorridor
    Indicates that a location or region is traversed by a primary, high-capacity railway route used for significant passenger or freight transport.
  • D. isEconomicCenter
    Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
  • E. hasEconomicOrganization
    Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
  • F. None of above.

Provenance (6 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf437328819098506ec8a3a23e11 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03141ec9c8190b8163fdfc00c1ee3 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b031f7d0fc8190a77e349bd4cdd8a7 completed March 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69b033db495c8190bb6989210d72307b completed March 10, 2026, 3:08 p.m.
PD Predicate disambiguation batch_69abdd0e86808190bcefffafbd3cd441 completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 10:02 p.m.