Triple

T19330872
Position Surface form Disambiguated ID Type / Status
Subject Toluca metropolitan area E483487 entity
Predicate contains P35 FINISHED
Object municipality of Lerma
The municipality of Lerma is an urban and industrial locality in the State of Mexico that forms part of the greater Toluca metropolitan region.
E1370230 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: municipality of Lerma | Statement: [Toluca metropolitan area, contains, municipality of Lerma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipality of Lerma
Context triple: [Toluca metropolitan area, contains, municipality of Lerma]
  • A. Municipality of León
    The Municipality of León is an administrative division in the Mexican state of Guanajuato that encompasses the city of León and its surrounding areas, serving as a major economic and industrial hub in the region.
  • B. Municipality of Guadalajara
    The Municipality of Guadalajara is the local government authority responsible for administering the city of Guadalajara in central Spain, including its public services, cultural heritage, and urban development.
  • C. Municipality of Morelia
    The Municipality of Morelia is an administrative division in the Mexican state of Michoacán that encompasses the city of Morelia and its surrounding communities, overseeing local governance and public services.
  • D. Municipality of Gutiérrez Zamora
    The Municipality of Gutiérrez Zamora is a local government area in the Mexican state of Veracruz, known for its agricultural activities and proximity to the Tecolutla River and Gulf Coast.
  • E. Municipality of Fresnillo
    The Municipality of Fresnillo is an administrative division in the state of Zacatecas, Mexico, centered on the city of Fresnillo and known for its significant mining activities.
  • 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: municipality of Lerma
Triple: [Toluca metropolitan area, contains, municipality of Lerma]
Generated description
The municipality of Lerma is an urban and industrial locality in the State of Mexico that forms part of the greater Toluca metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipality of Lerma
Target entity description: The municipality of Lerma is an urban and industrial locality in the State of Mexico that forms part of the greater Toluca metropolitan region.
  • A. Municipality of León
    The Municipality of León is an administrative division in the Mexican state of Guanajuato that encompasses the city of León and its surrounding areas, serving as a major economic and industrial hub in the region.
  • B. Municipality of Guadalajara
    The Municipality of Guadalajara is the local government authority responsible for administering the city of Guadalajara in central Spain, including its public services, cultural heritage, and urban development.
  • C. Municipality of Morelia
    The Municipality of Morelia is an administrative division in the Mexican state of Michoacán that encompasses the city of Morelia and its surrounding communities, overseeing local governance and public services.
  • D. Municipality of Gutiérrez Zamora
    The Municipality of Gutiérrez Zamora is a local government area in the Mexican state of Veracruz, known for its agricultural activities and proximity to the Tecolutla River and Gulf Coast.
  • E. Municipality of Fresnillo
    The Municipality of Fresnillo is an administrative division in the state of Zacatecas, Mexico, centered on the city of Fresnillo and known for its significant mining activities.
  • 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e616412bcc81909bb34d3cf5363129 completed April 20, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071be08a008190be70c531241ecbf2 completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071cdb6ecc81908a00c82b8f80613f completed May 15, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a071d4dd0048190ad7561f76915a72f completed May 15, 2026, 1:19 p.m.
Created at: April 10, 2026, 1:33 p.m.