Triple

T13389463
Position Surface form Disambiguated ID Type / Status
Subject Escuintla Department E319536 entity
Predicate hasMunicipality P847 FINISHED
Object 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.
E1037298 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: Santa Lucía Cotzumalguapa Municipality | Statement: [Escuintla Department, hasMunicipality, Santa Lucía Cotzumalguapa Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa Lucía Cotzumalguapa Municipality
Context triple: [Escuintla Department, hasMunicipality, Santa Lucía Cotzumalguapa 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. Copala Municipality
    Copala Municipality is an administrative region in the Mexican state of Guerrero, located along the Costa Chica on the Pacific coast.
  • C. 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.
  • D. Cosalá Municipality
    Cosalá Municipality is an administrative region in the state of Sinaloa, Mexico, known for its historic mining town of Cosalá and its colonial architecture.
  • E. Boticas Municipality
    Boticas Municipality is a local administrative region in northern Portugal known for its rural landscapes, traditional villages, and thermal springs.
  • 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: Santa Lucía Cotzumalguapa Municipality
Triple: [Escuintla Department, hasMunicipality, Santa Lucía Cotzumalguapa Municipality]
Generated description
Santa Lucía Cotzumalguapa Municipality is a town and administrative municipality in southern Guatemala known for its rich pre-Columbian archaeological sites and agricultural production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa Lucía Cotzumalguapa Municipality
Target entity description: Santa Lucía Cotzumalguapa Municipality is a town and administrative municipality in southern Guatemala known for its rich pre-Columbian archaeological sites and agricultural production.
  • 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. Copala Municipality
    Copala Municipality is an administrative region in the Mexican state of Guerrero, located along the Costa Chica on the Pacific coast.
  • C. 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.
  • D. Cosalá Municipality
    Cosalá Municipality is an administrative region in the state of Sinaloa, Mexico, known for its historic mining town of Cosalá and its colonial architecture.
  • E. Boticas Municipality
    Boticas Municipality is a local administrative region in northern Portugal known for its rural landscapes, traditional villages, and thermal springs.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dba0d543348190a9c1be509b015c0f completed April 12, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f72691c8d08190b971d7e914863cc1 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7272115f4819092e4fa0fd7f130b5 completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f72992483c8190873ba7050ad9e6fa completed May 3, 2026, 10:55 a.m.
Created at: April 9, 2026, 9:34 p.m.