Triple

T16151755
Position Surface form Disambiguated ID Type / Status
Subject Quiché Department E391926 entity
Predicate hasMunicipality P847 FINISHED
Object Zacualpa
Zacualpa is a municipality and town in Guatemala known for its indigenous Kʼicheʼ Maya population and traditional highland culture.
 E1208487 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: Zacualpa | Statement: [Quiché Department, hasMunicipality, Zacualpa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zacualpa
Context triple: [Quiché Department, hasMunicipality, Zacualpa]
  • A. Guazapa
    Guazapa is a municipality in El Salvador, known for its nearby Guazapa volcano and its historical significance during the Salvadoran Civil War.
  • B. Moyogalpa
    Moyogalpa is a small Nicaraguan town that serves as the main ferry port and one of the primary population centers on Ometepe Island in Lake Nicaragua.
  • C. Ocotal
    Ocotal is a city in northern Nicaragua known as the capital of the Nueva Segovia department and for its historical role in the country's political and military conflicts.
  • D. Cuscatancingo
    Cuscatancingo is a municipality in the San Salvador department of El Salvador, forming part of the urban area of the capital city.
  • E. Chimaltenango
    Chimaltenango is a city in south-central Guatemala known as an important commercial and transportation hub in the country’s highland region.
  • 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: Zacualpa
Triple: [Quiché Department, hasMunicipality, Zacualpa]
Generated description
Zacualpa is a municipality and town in Guatemala known for its indigenous Kʼicheʼ Maya population and traditional highland culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zacualpa
Target entity description: Zacualpa is a municipality and town in Guatemala known for its indigenous Kʼicheʼ Maya population and traditional highland culture.
  • A. Guazapa
    Guazapa is a municipality in El Salvador, known for its nearby Guazapa volcano and its historical significance during the Salvadoran Civil War.
  • B. Moyogalpa
    Moyogalpa is a small Nicaraguan town that serves as the main ferry port and one of the primary population centers on Ometepe Island in Lake Nicaragua.
  • C. Ocotal
    Ocotal is a city in northern Nicaragua known as the capital of the Nueva Segovia department and for its historical role in the country's political and military conflicts.
  • D. Cuscatancingo
    Cuscatancingo is a municipality in the San Salvador department of El Salvador, forming part of the urban area of the capital city.
  • E. Chimaltenango
    Chimaltenango is a city in south-central Guatemala known as an important commercial and transportation hub in the country’s highland region.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d981950819087fdacc7879dca97 completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002d99e8ec8190945812327283ba6c completed May 10, 2026, 7:02 a.m.
NEDg Description generation batch_6a002f237e9c819086f12b3cadd6f14c completed May 10, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_6a002fa14ee4819080b02b368c0080b9 completed May 10, 2026, 7:11 a.m.
Created at: April 10, 2026, 5:01 a.m.