Triple

T16412526
Position Surface form Disambiguated ID Type / Status
Subject Alta Verapaz Department E398600 entity
Predicate hasMunicipality P847 FINISHED
Object San Juan Chamelco
San Juan Chamelco is a municipality in the Alta Verapaz region of Guatemala, known for its predominantly Q’eqchi’ Maya population and rich indigenous cultural traditions.
 E1217734 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: San Juan Chamelco | Statement: [Alta Verapaz Department, hasMunicipality, San Juan Chamelco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Juan Chamelco
Context triple: [Alta Verapaz Department, hasMunicipality, San Juan Chamelco]
  • A. San Juan Copala
    San Juan Copala is an indigenous town in Oaxaca, Mexico, known as a historic center of the Triqui people and their cultural and political autonomy movements.
  • B. San Juan Cotzal
    San Juan Cotzal is a rural Maya Ixil town and municipality in Guatemala known for its indigenous culture and its history during the country’s civil conflict.
  • C. San Juan Chiquihuitlán
    San Juan Chiquihuitlán is a locality in Mexico known as one of the communities where the indigenous Chiquihuitlán Mazatec language is traditionally spoken.
  • D. San Juan Quiahije
    San Juan Quiahije is a town and municipality in the Sierra Sur region of Oaxaca, Mexico, known as a traditional center of Chatino language and culture.
  • E. San Miguel Coatlinchán
    San Miguel Coatlinchán is a town in the State of Mexico known for being the former home of the massive pre-Hispanic stone sculpture commonly identified with the rain god Tlaloc.
  • 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: San Juan Chamelco
Triple: [Alta Verapaz Department, hasMunicipality, San Juan Chamelco]
Generated description
San Juan Chamelco is a municipality in the Alta Verapaz region of Guatemala, known for its predominantly Q’eqchi’ Maya population and rich indigenous cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Juan Chamelco
Target entity description: San Juan Chamelco is a municipality in the Alta Verapaz region of Guatemala, known for its predominantly Q’eqchi’ Maya population and rich indigenous cultural traditions.
  • A. San Juan Copala
    San Juan Copala is an indigenous town in Oaxaca, Mexico, known as a historic center of the Triqui people and their cultural and political autonomy movements.
  • B. San Juan Cotzal
    San Juan Cotzal is a rural Maya Ixil town and municipality in Guatemala known for its indigenous culture and its history during the country’s civil conflict.
  • C. San Juan Chiquihuitlán
    San Juan Chiquihuitlán is a locality in Mexico known as one of the communities where the indigenous Chiquihuitlán Mazatec language is traditionally spoken.
  • D. San Juan Quiahije
    San Juan Quiahije is a town and municipality in the Sierra Sur region of Oaxaca, Mexico, known as a traditional center of Chatino language and culture.
  • E. San Miguel Coatlinchán
    San Miguel Coatlinchán is a town in the State of Mexico known for being the former home of the massive pre-Hispanic stone sculpture commonly identified with the rain god Tlaloc.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32875bad08190bc3e2218df8c1b07 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006071a8ac8190b004a2861343960a completed May 10, 2026, 10:39 a.m.
NEDg Description generation batch_6a0060fd5d6c819099d5d1ccaaa907c9 completed May 10, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0061e78b68819095d554b2ff7a329a completed May 10, 2026, 10:45 a.m.
Created at: April 10, 2026, 5:09 a.m.