Triple

T3801251
Position Surface form Disambiguated ID Type / Status
Subject Guatemala Highlands E91692 entity
Predicate hasLanguage P15 FINISHED
Object 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.
E388689 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: Kʼicheʼ language | Statement: [Guatemala Highlands, hasLanguage, Kʼicheʼ language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kʼicheʼ language
Context triple: [Guatemala Highlands, hasLanguage, Kʼicheʼ language]
  • A. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • B. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • C. Yaqui language
    The Yaqui language is an indigenous Uto-Aztecan language spoken primarily by the Yaqui people in northern Mexico and southern Arizona, known for its rich oral tradition and cultural significance.
  • D. Guarijío language
    The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • E. Purépecha language
    The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
  • 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: Kʼicheʼ language
Triple: [Guatemala Highlands, hasLanguage, Kʼicheʼ language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kʼicheʼ language
Target entity description: 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.
  • A. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • B. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • C. Yaqui language
    The Yaqui language is an indigenous Uto-Aztecan language spoken primarily by the Yaqui people in northern Mexico and southern Arizona, known for its rich oral tradition and cultural significance.
  • D. Guarijío language
    The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • E. Purépecha language
    The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7b82c0c81909519c3988b108d8b completed March 9, 2026, 3:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f066e30481909e5baa630f3539e4 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f21d7410819084b521a7c4a4b151 completed March 14, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_69b4f275d18c81909e93a6ff11fa66b4 completed March 14, 2026, 5:30 a.m.
Created at: March 9, 2026, 3:15 p.m.