Triple

T6774206
Position Surface form Disambiguated ID Type / Status
Subject Chʼol E155114 entity
Predicate spokenBy P2181 FINISHED
Object Chʼol people
The Chʼol people are an indigenous Maya group of southern Mexico, particularly in Chiapas and Tabasco, known for their distinct Mayan language, traditional agriculture, and rich ceremonial and cultural practices.
E623728 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: Chʼol people | Statement: [Chʼol, spokenBy, Chʼol people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chʼol people
Context triple: [Chʼol, spokenBy, Chʼol people]
  • A. 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.
  • B. 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.
  • C. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • D. Moxeño people
    The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
  • E. 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.
  • 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: Chʼol people
Triple: [Chʼol, spokenBy, Chʼol people]
Generated description
The Chʼol people are an indigenous Maya group of southern Mexico, particularly in Chiapas and Tabasco, known for their distinct Mayan language, traditional agriculture, and rich ceremonial and cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chʼol people
Target entity description: The Chʼol people are an indigenous Maya group of southern Mexico, particularly in Chiapas and Tabasco, known for their distinct Mayan language, traditional agriculture, and rich ceremonial and cultural practices.
  • A. 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.
  • B. 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.
  • C. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • D. Moxeño people
    The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
  • E. 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.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24c1b088190b99e9264b9b03dd8 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72f8c0a3481909f33d2252cc1860c completed March 28, 2026, 1:31 a.m.
NEDg Description generation batch_69c730cdb3c88190802ddda15d8aa52f completed March 28, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c734876ca0819087842bec6e01c02e completed March 28, 2026, 1:53 a.m.
Created at: March 27, 2026, 2:13 p.m.