Triple

T2594943
Position Surface form Disambiguated ID Type / Status
Subject Tlalnepantla de Baz E58205 entity
Predicate hasIndustrialZone P13026 FINISHED
Object Vallejo–Tlalnepantla industrial corridor
The Vallejo–Tlalnepantla industrial corridor is a major manufacturing and logistics belt in the Mexico City metropolitan area, hosting numerous factories, warehouses, and distribution centers that support the region’s economy.
E238334 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: Vallejo–Tlalnepantla industrial corridor | Statement: [Tlalnepantla de Baz, hasIndustrialZone, Vallejo–Tlalnepantla industrial corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vallejo–Tlalnepantla industrial corridor
Context triple: [Tlalnepantla de Baz, hasIndustrialZone, Vallejo–Tlalnepantla 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. Toluca Valley
    Toluca Valley is a highland basin in central Mexico known for its volcanic landscape, agricultural productivity, and the city of Toluca at its core.
  • C. Cuautitlán Izcalli
    Cuautitlán Izcalli is a large suburban city in the northern part of the Mexico City metropolitan area, known as an important residential and industrial hub in the State of Mexico.
  • D. Zona Centro
    Zona Centro is the historic downtown district and main urban core of the city of San Luis Potosí, known for its colonial architecture, plazas, and cultural landmarks.
  • E. Lerdo
    Lerdo is a municipality and city in the Mexican state of Durango, known for its agricultural production and location within the Comarca Lagunera metropolitan area.
  • 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: Vallejo–Tlalnepantla industrial corridor
Triple: [Tlalnepantla de Baz, hasIndustrialZone, Vallejo–Tlalnepantla industrial corridor]
Generated description
The Vallejo–Tlalnepantla industrial corridor is a major manufacturing and logistics belt in the Mexico City metropolitan area, hosting numerous factories, warehouses, and distribution centers that support the region’s economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vallejo–Tlalnepantla industrial corridor
Target entity description: The Vallejo–Tlalnepantla industrial corridor is a major manufacturing and logistics belt in the Mexico City metropolitan area, hosting numerous factories, warehouses, and distribution centers that support the region’s economy.
  • 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. Toluca Valley
    Toluca Valley is a highland basin in central Mexico known for its volcanic landscape, agricultural productivity, and the city of Toluca at its core.
  • C. Cuautitlán Izcalli chosen
    Cuautitlán Izcalli is a large suburban city in the northern part of the Mexico City metropolitan area, known as an important residential and industrial hub in the State of Mexico.
  • D. Puebla metropolitan area
    The Puebla metropolitan area is a major urban and economic center in central Mexico that serves as the core city-region surrounding the city of Puebla.
  • E. Zona Centro
    Zona Centro is the historic downtown district and main urban core of the city of San Luis Potosí, known for its colonial architecture, plazas, and cultural landmarks.
  • F. None of above.

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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd42978f881909f217e7ec9ac3144 completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83c3607c81908bb4aceca46c5392 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af84a08ffc8190b113d07f3d322d0c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85a052448190898ee1a2f8368122 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.