Triple

T705437
Position Surface form Disambiguated ID Type / Status
Subject Guatemala E14088 entity
Predicate recognizedLanguage P238 FINISHED
Object Kaqchikel
Kaqchikel is a Mayan language spoken primarily by the Kaqchikel people in the central highlands of Guatemala.
 E86611 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: Kaqchikel | Statement: [Guatemala, recognizedLanguage, Kaqchikel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kaqchikel
Context triple: [Guatemala, recognizedLanguage, Kaqchikel]
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. Quechan language
    The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • C. Kichwa
    Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
  • D. Amuzgo
    The Amuzgo are an indigenous Mesoamerican people primarily inhabiting the mountainous regions of Guerrero and Oaxaca in southern Mexico, known for their distinct language and rich textile-weaving traditions.
  • E. Chemehuevi language
    Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
  • 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: Kaqchikel
Triple: [Guatemala, recognizedLanguage, Kaqchikel]
Generated description
Kaqchikel is a Mayan language spoken primarily by the Kaqchikel people in the central highlands of Guatemala.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kaqchikel
Target entity description: Kaqchikel is a Mayan language spoken primarily by the Kaqchikel people in the central highlands of Guatemala.
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. Quechan language
    The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • C. Kichwa
    Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
  • D. Amuzgo
    The Amuzgo are an indigenous Mesoamerican people primarily inhabiting the mountainous regions of Guerrero and Oaxaca in southern Mexico, known for their distinct language and rich textile-weaving traditions.
  • E. Chemehuevi language
    Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a544e3608190ac315c7aa9f88e7e completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a63755d1f081909f214ab8d497f096 completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a63af75b1881908fa959febc48775e completed March 3, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69a63b60e96c8190b4f13bd7076af38a completed March 3, 2026, 1:37 a.m.
Created at: March 1, 2026, 7:36 p.m.