Triple

T16951102
Position Surface form Disambiguated ID Type / Status
Subject Quichean–Mamean E411180 entity
Predicate includesLanguage P2177 FINISHED
Object Qʼanjobʼal language
The Qʼanjobʼal language is a Mayan language spoken primarily by the Qʼanjobʼal people in the highlands of Guatemala and parts of Mexico, known for its complex phonology and rich system of verb morphology.
 E1243306 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 language | Statement: [Quichean–Mamean, includesLanguage, Qʼanjobʼal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qʼanjobʼal language
Context triple: [Quichean–Mamean, includesLanguage, Qʼanjobʼal language]
  • A. Kʼicheʼ language
    The Kʼicheʼ language is a major Mayan language spoken by the Kʼicheʼ people of Guatemala, known for its rich oral tradition and significance in pre-Columbian and contemporary indigenous culture.
  • B. Tzʼutujil language
    The Tzʼutujil language is a Mayan language spoken primarily by the Tzʼutujil people around Lake Atitlán in Guatemala.
  • C. Lacandon Maya language
    The Lacandon Maya language is an indigenous Mayan language spoken by the Lacandon people of southeastern Mexico, known for preserving many archaic features of the Mayan language family.
  • D. Cuicatec language
    The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
  • E. Chuj language
    The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
  • 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 language
Triple: [Quichean–Mamean, includesLanguage, Qʼanjobʼal language]
Generated description
The Qʼanjobʼal language is a Mayan language spoken primarily by the Qʼanjobʼal people in the highlands of Guatemala and parts of Mexico, known for its complex phonology and rich system of verb morphology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qʼanjobʼal language
Target entity description: The Qʼanjobʼal language is a Mayan language spoken primarily by the Qʼanjobʼal people in the highlands of Guatemala and parts of Mexico, known for its complex phonology and rich system of verb morphology.
  • A. Kʼicheʼ language
    The Kʼicheʼ language is a major Mayan language spoken by the Kʼicheʼ people of Guatemala, known for its rich oral tradition and significance in pre-Columbian and contemporary indigenous culture.
  • B. Tzʼutujil language
    The Tzʼutujil language is a Mayan language spoken primarily by the Tzʼutujil people around Lake Atitlán in Guatemala.
  • C. Lacandon Maya language
    The Lacandon Maya language is an indigenous Mayan language spoken by the Lacandon people of southeastern Mexico, known for preserving many archaic features of the Mayan language family.
  • D. Cuicatec language
    The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
  • E. Chuj language
    The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb6e5fc8190b1bd3ad1c2773685 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d46213b08190b33b48d12bc795d1 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5503be88190ac15a327ff3782ec completed May 10, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_6a00d66e450c8190ae0befd3d7875ed8 completed May 10, 2026, 7:03 p.m.
Created at: April 10, 2026, 5:31 a.m.