Triple

T6290668
Position Surface form Disambiguated ID Type / Status
Subject Pachuca E141006 entity
Predicate governingBody P46 FINISHED
Object Municipal government of Pachuca de Soto
The Municipal government of Pachuca de Soto is the local public administration responsible for managing services, regulations, and development policies within the city of Pachuca de Soto, Hidalgo, Mexico.
 E581429 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: Municipal government of Pachuca de Soto | Statement: [Pachuca, governingBody, Municipal government of Pachuca de Soto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipal government of Pachuca de Soto
Context triple: [Pachuca, governingBody, Municipal government of Pachuca de Soto]
  • A. Municipality of Xalapa
    The Municipality of Xalapa is a key administrative division in the Mexican state of Veracruz that encompasses the state capital city, Xalapa, serving as an important political, cultural, and economic center in the region.
  • B. Municipal government of Guadalajara
    The Municipal government of Guadalajara is the local public administration responsible for managing city services, urban planning, and governance in Guadalajara, Mexico.
  • C. Municipality of Apodaca
    The Municipality of Apodaca is an industrial and residential municipality in the Monterrey metropolitan area of the Mexican state of Nuevo León.
  • D. Municipality of Puebla
    The Municipality of Puebla is an important administrative division in central Mexico that encompasses the historic city of Puebla, known for its colonial architecture, cultural heritage, and economic significance.
  • E. Municipality of Othón P. Blanco
    The Municipality of Othón P. Blanco is an administrative region in the state of Quintana Roo in southeastern Mexico, known for encompassing the state capital city of Chetumal on the border with Belize.
  • 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: Municipal government of Pachuca de Soto
Triple: [Pachuca, governingBody, Municipal government of Pachuca de Soto]
Generated description
The Municipal government of Pachuca de Soto is the local public administration responsible for managing services, regulations, and development policies within the city of Pachuca de Soto, Hidalgo, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipal government of Pachuca de Soto
Target entity description: The Municipal government of Pachuca de Soto is the local public administration responsible for managing services, regulations, and development policies within the city of Pachuca de Soto, Hidalgo, Mexico.
  • A. Municipality of Xalapa
    The Municipality of Xalapa is a key administrative division in the Mexican state of Veracruz that encompasses the state capital city, Xalapa, serving as an important political, cultural, and economic center in the region.
  • B. Municipal government of Guadalajara
    The Municipal government of Guadalajara is the local public administration responsible for managing city services, urban planning, and governance in Guadalajara, Mexico.
  • C. Municipality of Apodaca
    The Municipality of Apodaca is an industrial and residential municipality in the Monterrey metropolitan area of the Mexican state of Nuevo León.
  • D. Municipality of Puebla
    The Municipality of Puebla is an important administrative division in central Mexico that encompasses the historic city of Puebla, known for its colonial architecture, cultural heritage, and economic significance.
  • E. Municipality of Othón P. Blanco
    The Municipality of Othón P. Blanco is an administrative region in the state of Quintana Roo in southeastern Mexico, known for encompassing the state capital city of Chetumal on the border with Belize.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0641ca91481909d49b700cef93ffe completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5197f0f9c81909f5b6de50e61560c completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51e1f031c819099eeec59da88bae9 completed March 26, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69c51eacb37c819080f139b8f4f2f38c completed March 26, 2026, 11:55 a.m.
Created at: March 22, 2026, 4:27 p.m.