Triple

T15854860
Position Surface form Disambiguated ID Type / Status
Subject Chimaltenango Department E384427 entity
Predicate contains P35 FINISHED
Object municipality of Chimaltenango
The municipality of Chimaltenango is an administrative and urban center in central Guatemala that serves as the capital and primary population hub of the Chimaltenango Department.
 E1179480 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 Chimaltenango | Statement: [Chimaltenango Department, contains, municipality of Chimaltenango]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: municipality of Chimaltenango
Context triple: [Chimaltenango Department, contains, municipality of Chimaltenango]
  • A. municipality of Jacaltenango
    The municipality of Jacaltenango is a highland region in northwestern Guatemala known as a cultural center of the Jakaltek (Popti’) Maya people and their language.
  • B. Municipal government of Quetzaltenango
    The Municipal government of Quetzaltenango is the local public authority responsible for administering and managing city services, development, and regulations in Quetzaltenango, Guatemala.
  • C. Chimaltenango Department
    Chimaltenango Department is a region in central Guatemala known for its highland landscapes, indigenous Kaqchikel communities, and proximity to several active volcanoes.
  • 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. Municipality of San Cristóbal de las Casas
    The Municipality of San Cristóbal de las Casas is an administrative division in the central highlands of Chiapas, Mexico, encompassing the historic colonial city of San Cristóbal de las Casas and its surrounding rural communities.
  • 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 Chimaltenango
Triple: [Chimaltenango Department, contains, municipality of Chimaltenango]
Generated description
The municipality of Chimaltenango is an administrative and urban center in central Guatemala that serves as the capital and primary population hub of the Chimaltenango Department.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: municipality of Chimaltenango
Target entity description: The municipality of Chimaltenango is an administrative and urban center in central Guatemala that serves as the capital and primary population hub of the Chimaltenango Department.
  • A. municipality of Jacaltenango
    The municipality of Jacaltenango is a highland region in northwestern Guatemala known as a cultural center of the Jakaltek (Popti’) Maya people and their language.
  • B. Municipal government of Quetzaltenango
    The Municipal government of Quetzaltenango is the local public authority responsible for administering and managing city services, development, and regulations in Quetzaltenango, Guatemala.
  • C. Chimaltenango Department
    Chimaltenango Department is a region in central Guatemala known for its highland landscapes, indigenous Kaqchikel communities, and proximity to several active volcanoes.
  • 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. Municipality of San Cristóbal de las Casas
    The Municipality of San Cristóbal de las Casas is an administrative division in the central highlands of Chiapas, Mexico, encompassing the historic colonial city of San Cristóbal de las Casas and its surrounding rural communities.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e14caf6ae481909ae1385cb4548612 completed April 16, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa14977408190815ef02cc54075cc completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa41a86ec8190b46d541965ecf26e completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa496f3e48190b8dc82bece548aec completed May 9, 2026, 9:18 p.m.
Created at: April 10, 2026, 4:50 a.m.