Triple

T16024783
Position Surface form Disambiguated ID Type / Status
Subject Kʼicheʼ language E388689 entity
Predicate closelyRelatedTo P37 FINISHED
Object Tzʼutujil language
The Tzʼutujil language is a Mayan language spoken primarily by the Tzʼutujil people around Lake Atitlán in Guatemala.
E1189931 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: Tzʼutujil language | Statement: [Kʼicheʼ language, closelyRelatedTo, Tzʼutujil language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tzʼutujil language
Context triple: [Kʼicheʼ language, closelyRelatedTo, Tzʼutujil language]
  • A. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • B. 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.
  • C. Matlatzinca language
    The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • D. Cuicatec language
    The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
  • E. Tzeltal language
    Tzeltal language is a Mayan language spoken primarily by the Tzeltal Maya people in the highlands of Chiapas, Mexico.
  • 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: Tzʼutujil language
Triple: [Kʼicheʼ language, closelyRelatedTo, Tzʼutujil language]
Generated description
The Tzʼutujil language is a Mayan language spoken primarily by the Tzʼutujil people around Lake Atitlán in Guatemala.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tzʼutujil language
Target entity description: The Tzʼutujil language is a Mayan language spoken primarily by the Tzʼutujil people around Lake Atitlán in Guatemala.
  • A. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • B. 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.
  • C. Matlatzinca language
    The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • D. Cuicatec language
    The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
  • E. Tzeltal language
    Tzeltal language is a Mayan language spoken primarily by the Tzeltal Maya people in the highlands of Chiapas, Mexico.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183258c708190acf1588c7ccb254c completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf31c8d8819096c562ba1453f3c0 completed May 10, 2026, 12:20 a.m.
NEDg Description generation batch_69ffd0adc58881908488e3237159ffab completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1376e5081908920ecd3a4744662 completed May 10, 2026, 12:28 a.m.
Created at: April 10, 2026, 4:55 a.m.