Triple

T6561564
Position Surface form Disambiguated ID Type / Status
Subject Qʼanjobʼal E153794 entity
Predicate spokenBy P2181 FINISHED
Object Qʼanjobʼal people
The Qʼanjobʼal people are an indigenous Maya group from the highlands of northwestern Guatemala, known for their distinct Mayan language, traditional weaving, and rich communal cultural practices.
E614569 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: Qʼanjobʼal people | Statement: [Qʼanjobʼal, spokenBy, Qʼanjobʼal people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qʼanjobʼal people
Context triple: [Qʼanjobʼal, spokenBy, Qʼanjobʼal people]
  • A. Kʼicheʼ people
    The Kʼicheʼ people are a major indigenous Maya group of the Guatemalan highlands, known for their rich linguistic heritage, traditional weaving, and the sacred text Popol Vuh.
  • B. Kaqchikel people
    The Kaqchikel people are an indigenous Maya group of the Guatemalan highlands, known for their distinct Mayan language, rich weaving and agricultural traditions, and enduring cultural heritage.
  • C. Zoque people
    The Zoque people are an Indigenous Mesoamerican group primarily inhabiting parts of Chiapas, Oaxaca, and Tabasco, known for their Zoquean languages and rich traditions in agriculture, crafts, and communal festivals.
  • D. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • E. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • 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: Qʼanjobʼal people
Triple: [Qʼanjobʼal, spokenBy, Qʼanjobʼal people]
Generated description
The Qʼanjobʼal people are an indigenous Maya group from the highlands of northwestern Guatemala, known for their distinct Mayan language, traditional weaving, and rich communal cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qʼanjobʼal people
Target entity description: The Qʼanjobʼal people are an indigenous Maya group from the highlands of northwestern Guatemala, known for their distinct Mayan language, traditional weaving, and rich communal cultural practices.
  • A. Kʼicheʼ people
    The Kʼicheʼ people are a major indigenous Maya group of the Guatemalan highlands, known for their rich linguistic heritage, traditional weaving, and the sacred text Popol Vuh.
  • B. Kaqchikel people
    The Kaqchikel people are an indigenous Maya group of the Guatemalan highlands, known for their distinct Mayan language, rich weaving and agricultural traditions, and enduring cultural heritage.
  • C. Zoque people
    The Zoque people are an Indigenous Mesoamerican group primarily inhabiting parts of Chiapas, Oaxaca, and Tabasco, known for their Zoquean languages and rich traditions in agriculture, crafts, and communal festivals.
  • D. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • E. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae37a5b0819091692fc5def270b9 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7006679688190af29dee17dcbf65d completed March 27, 2026, 10:10 p.m.
NEDg Description generation batch_69c705884978819096ab774f6052f8c1 completed March 27, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7060073f88190847549eb1ff91224 completed March 27, 2026, 10:34 p.m.
Created at: March 27, 2026, 1:52 p.m.