Triple

T13389474
Position Surface form Disambiguated ID Type / Status
Subject Escuintla Department E319536 entity
Predicate hasMunicipality P847 FINISHED
Object Guanagazapa Municipality
Guanagazapa Municipality is a local administrative division and town located within the Escuintla Department of southern Guatemala.
E1042114 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: Guanagazapa Municipality | Statement: [Escuintla Department, hasMunicipality, Guanagazapa Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guanagazapa Municipality
Context triple: [Escuintla Department, hasMunicipality, Guanagazapa Municipality]
  • A. Guazapares Municipality
    Guazapares Municipality is an administrative region in the state of Chihuahua, Mexico, known for its indigenous communities and the presence of the Guarijío language.
  • B. Guayaramerín Municipality
    Guayaramerín Municipality is an administrative subdivision in northern Bolivia, centered on the border town of Guayaramerín along the Mamoré River opposite Brazil.
  • C. Gachancipá Municipality
    Gachancipá Municipality is an administrative division in the Cundinamarca Department of Colombia, located on the Bogotá savanna and known for its agricultural activities and proximity to the capital city.
  • D. Masagua Municipality
    Masagua Municipality is a local administrative division located within the Escuintla Department of Guatemala.
  • E. Copala Municipality
    Copala Municipality is an administrative region in the Mexican state of Guerrero, located along the Costa Chica on the Pacific coast.
  • 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: Guanagazapa Municipality
Triple: [Escuintla Department, hasMunicipality, Guanagazapa Municipality]
Generated description
Guanagazapa Municipality is a local administrative division and town located within the Escuintla Department of southern Guatemala.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guanagazapa Municipality
Target entity description: Guanagazapa Municipality is a local administrative division and town located within the Escuintla Department of southern Guatemala.
  • A. Guazapares Municipality
    Guazapares Municipality is an administrative region in the state of Chihuahua, Mexico, known for its indigenous communities and the presence of the Guarijío language.
  • B. Guayaramerín Municipality
    Guayaramerín Municipality is an administrative subdivision in northern Bolivia, centered on the border town of Guayaramerín along the Mamoré River opposite Brazil.
  • C. Gachancipá Municipality
    Gachancipá Municipality is an administrative division in the Cundinamarca Department of Colombia, located on the Bogotá savanna and known for its agricultural activities and proximity to the capital city.
  • D. Masagua Municipality
    Masagua Municipality is a local administrative division located within the Escuintla Department of Guatemala.
  • E. Copala Municipality
    Copala Municipality is an administrative region in the Mexican state of Guerrero, located along the Costa Chica on the Pacific coast.
  • 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_69f7461814dc8190aaaefc648da75246 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f74c036f708190892c2f8d07ca1971 completed May 3, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69f74c616a788190804ae648001f58b8 completed May 3, 2026, 1:23 p.m.
Created at: April 9, 2026, 9:34 p.m.