Triple

T16380850
Position Surface form Disambiguated ID Type / Status
Subject Huehuetenango Department E397800 entity
Predicate hasMunicipalities P747 FINISHED
Object Todos Santos Cuchumatán Municipality
Todos Santos Cuchumatán Municipality is a predominantly indigenous highland municipality in western Guatemala, known for its traditional Mam culture, colorful attire, and annual All Saints’ Day celebrations.
 E1209533 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: Todos Santos Cuchumatán Municipality | Statement: [Huehuetenango Department, hasMunicipalities, Todos Santos Cuchumatán Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Todos Santos Cuchumatán Municipality
Context triple: [Huehuetenango Department, hasMunicipalities, Todos Santos Cuchumatán Municipality]
  • A. Santa María Tonameca Municipality
    Santa María Tonameca Municipality is a coastal municipality in the state of Oaxaca, Mexico, known for its Pacific beaches, ecotourism, and small seaside communities such as Mazunte.
  • B. San Vicente Pacaya Municipality
    San Vicente Pacaya Municipality is a local administrative division in southern Guatemala known for its proximity to the active Pacaya volcano and its agricultural highland communities.
  • C. Santa Lucía Cotzumalguapa Municipality
    Santa Lucía Cotzumalguapa Municipality is a town and administrative municipality in southern Guatemala known for its rich pre-Columbian archaeological sites and agricultural production.
  • D. Tajumulco municipality
    Tajumulco municipality is an administrative region in the department of San Marcos, Guatemala, known for encompassing the area around Tajumulco Volcano, the highest peak in Central America.
  • E. Guacara Municipality
    Guacara Municipality is an administrative division in the state of Carabobo, Venezuela, centered around the city of Guacara and known for its industrial and residential areas.
  • 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: Todos Santos Cuchumatán Municipality
Triple: [Huehuetenango Department, hasMunicipalities, Todos Santos Cuchumatán Municipality]
Generated description
Todos Santos Cuchumatán Municipality is a predominantly indigenous highland municipality in western Guatemala, known for its traditional Mam culture, colorful attire, and annual All Saints’ Day celebrations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Todos Santos Cuchumatán Municipality
Target entity description: Todos Santos Cuchumatán Municipality is a predominantly indigenous highland municipality in western Guatemala, known for its traditional Mam culture, colorful attire, and annual All Saints’ Day celebrations.
  • A. Santa María Tonameca Municipality
    Santa María Tonameca Municipality is a coastal municipality in the state of Oaxaca, Mexico, known for its Pacific beaches, ecotourism, and small seaside communities such as Mazunte.
  • B. San Vicente Pacaya Municipality
    San Vicente Pacaya Municipality is a local administrative division in southern Guatemala known for its proximity to the active Pacaya volcano and its agricultural highland communities.
  • C. Santa Lucía Cotzumalguapa Municipality
    Santa Lucía Cotzumalguapa Municipality is a town and administrative municipality in southern Guatemala known for its rich pre-Columbian archaeological sites and agricultural production.
  • D. Tajumulco municipality
    Tajumulco municipality is an administrative region in the department of San Marcos, Guatemala, known for encompassing the area around Tajumulco Volcano, the highest peak in Central America.
  • E. Guacara Municipality
    Guacara Municipality is an administrative division in the state of Carabobo, Venezuela, centered around the city of Guacara and known for its industrial and residential areas.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319db5b648190a8fca23518a1fb39 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0035689ef08190ba980a359498ca56 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00363c50848190a6a3d692cbe07cd0 completed May 10, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0036e53f2c81908f04a5e51870040c completed May 10, 2026, 7:42 a.m.
Created at: April 10, 2026, 5:08 a.m.