Triple

T5257285
Position Surface form Disambiguated ID Type / Status
Subject GM Ramos Arizpe Assembly E118731 entity
Predicate sitedNear P19575 FINISHED
Object Saltillo, Coahuila, Mexico
Saltillo, Coahuila, Mexico is the capital city of the state of Coahuila, known as an important industrial and automotive manufacturing hub in northern Mexico.
 E507050 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Saltillo, Coahuila, Mexico | Statement: [GM Ramos Arizpe Assembly, sitedNear, Saltillo, Coahuila, Mexico]

Disambiguation candidates (3 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Saltillo, Coahuila, Mexico
Context triple: [GM Ramos Arizpe Assembly, sitedNear, Saltillo, Coahuila, Mexico]
  • A. Ramos Arizpe, Coahuila, Mexico
    Ramos Arizpe, Coahuila, Mexico is an industrial city in northern Mexico known for its major automotive manufacturing plants and proximity to Saltillo.
  • B. Guadalupe, Nuevo León
    Guadalupe, Nuevo León is a municipality in the Monterrey metropolitan area of northeastern Mexico, known as a major urban and industrial center within the state of Nuevo León.
  • C. Piedras Negras, Coahuila, Mexico
    Piedras Negras, Coahuila, Mexico is a border city on the Rio Grande opposite Eagle Pass, Texas, known as an important industrial and commercial hub in northern Mexico.
  • D. Irapuato
    Irapuato is a Mexican professional football club based in the city of Irapuato, Guanajuato, known for its passionate fan base and history in the country’s lower divisions.
  • E. Atlixco
    Atlixco is a historic city in the Mexican state of Puebla, known for its vibrant crafts tradition, flower production, and colonial architecture.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Saltillo, Coahuila, Mexico
Target entity description: Saltillo, Coahuila, Mexico is the capital city of the state of Coahuila, known as an important industrial and automotive manufacturing hub in northern Mexico.
  • A. Ramos Arizpe, Coahuila, Mexico
    Ramos Arizpe, Coahuila, Mexico is an industrial city in northern Mexico known for its major automotive manufacturing plants and proximity to Saltillo.
  • B. Guadalupe, Nuevo León
    Guadalupe, Nuevo León is a municipality in the Monterrey metropolitan area of northeastern Mexico, known as a major urban and industrial center within the state of Nuevo León.
  • C. Piedras Negras, Coahuila, Mexico
    Piedras Negras, Coahuila, Mexico is a border city on the Rio Grande opposite Eagle Pass, Texas, known as an important industrial and commercial hub in northern Mexico.
  • D. Irapuato
    Irapuato is a Mexican professional football club based in the city of Irapuato, Guanajuato, known for its passionate fan base and history in the country’s lower divisions.
  • E. Atlixco
    Atlixco is a historic city in the Mexican state of Puebla, known for its vibrant crafts tradition, flower production, and colonial architecture.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: sitedNear
Context triple: [GM Ramos Arizpe Assembly, sitedNear, Saltillo, Coahuila, Mexico]
  • A. situatedNextTo
    Indicates that one entity is located immediately beside another, with no significant separation between them.
  • B. notableNearbySite chosen
    Indicates that one entity is a significant or noteworthy site located close to another entity.
  • C. locatedNearPass
    Indicates that one entity is situated close to a mountain pass or similar passageway.
  • D. isSiteOf
    Indicates that a location or place serves as the setting or host for a particular event, activity, or feature.
  • E. builtNear
    Indicates that one entity was constructed at a location geographically close to another entity.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Saltillo, Coahuila, Mexico
Triple: [GM Ramos Arizpe Assembly, sitedNear, Saltillo, Coahuila, Mexico]
Generated description
Saltillo, Coahuila, Mexico is the capital city of the state of Coahuila, known as an important industrial and automotive manufacturing hub in northern Mexico.

Provenance (6 batches)

Stage Batch ID Job type Status
creating batch_69bd446978108190bb5f9c5c23d93f88 elicitation completed
NER batch_69bd7bcced6881909bdb7ac5471a37fe ner completed
NED1 batch_69befe7ded18819094f86cfff458953c ned_source_triple completed
NED2 batch_69beff6890f4819088cb053bcdb4f8a1 ned_description completed
NEDg batch_69beff0dda548190831d34282afa9b8e nedg completed
PD batch_69bd77c55224819096c0bcfcfae79bd3 pd completed
Created at: March 20, 2026, 1:50 p.m.