Triple

T18312157
Position Surface form Disambiguated ID Type / Status
Subject Ixtaczoquitlán E438653 entity
Predicate isPartOfEconomicCorridor P77611 FINISHED
Object Puebla–Orizaba–Córdoba corridor
The Puebla–Orizaba–Córdoba corridor is a key industrial and commercial belt in central-eastern Mexico that links major urban centers and facilitates regional trade and manufacturing.
E1318019 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: Puebla–Orizaba–Córdoba corridor | Statement: [Ixtaczoquitlán, isPartOfEconomicCorridor, Puebla–Orizaba–Córdoba corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puebla–Orizaba–Córdoba corridor
Context triple: [Ixtaczoquitlán, isPartOfEconomicCorridor, Puebla–Orizaba–Córdoba 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 City–Querétaro corridor
    The Mexico City–Querétaro corridor is a major economic and transportation axis in central Mexico that links the capital with the industrial city of Querétaro and numerous intermediate urban centers.
  • D. Guadalajara–La Barca corridor
    The Guadalajara–La Barca corridor is a major transportation and economic axis in the Mexican state of Jalisco that links the metropolitan area of Guadalajara with the city of La Barca and surrounding municipalities.
  • E. 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.
  • 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: Puebla–Orizaba–Córdoba corridor
Triple: [Ixtaczoquitlán, isPartOfEconomicCorridor, Puebla–Orizaba–Córdoba corridor]
Generated description
The Puebla–Orizaba–Córdoba corridor is a key industrial and commercial belt in central-eastern Mexico that links major urban centers and facilitates regional trade and manufacturing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puebla–Orizaba–Córdoba corridor
Target entity description: The Puebla–Orizaba–Córdoba corridor is a key industrial and commercial belt in central-eastern Mexico that links major urban centers and facilitates regional trade and manufacturing.
  • 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 City–Querétaro corridor
    The Mexico City–Querétaro corridor is a major economic and transportation axis in central Mexico that links the capital with the industrial city of Querétaro and numerous intermediate urban centers.
  • D. Guadalajara–La Barca corridor
    The Guadalajara–La Barca corridor is a major transportation and economic axis in the Mexican state of Jalisco that links the metropolitan area of Guadalajara with the city of La Barca and surrounding municipalities.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isPartOfEconomicCorridor
Context triple: [Ixtaczoquitlán, isPartOfEconomicCorridor, Puebla–Orizaba–Córdoba corridor]
  • A. partOfEconomicCorridor chosen
    Indicates that one entity is included within, or constitutes a segment of, a larger defined economic corridor.
  • B. shareEconomicCorridor
    Indicates that two or more entities are connected by, or participate in, the same economic corridor for trade, transport, or development activities.
  • C. locatedInTransportCorridor
    Indicates that an entity is situated within a designated transport corridor used for the movement of people or goods.
  • D. connectsToInternationalCorridor
    Indicates that an entity has a direct linkage or access to an international transportation or trade corridor.
  • E. isIndustrialCorridor
    Indicates that an area or route is designated and used primarily for industrial activities, facilities, or transportation.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50219cd548190b8da5f402d5da773 completed April 19, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4bf498c8190ba7ba700ab643c9a completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c592f7d0819082d600901da2c2f6 completed May 13, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03c63ec8c48190bad47d423ab2cfe7 completed May 13, 2026, 12:30 a.m.
PD Predicate disambiguation batch_69e44fdf43d08190bbcfb6b1fe3cc0ee completed April 19, 2026, 3:45 a.m.
Created at: April 10, 2026, 10:36 a.m.