Triple

T9389478
Position Surface form Disambiguated ID Type / Status
Subject Triqui language E225987 entity
Predicate closelyRelatedTo P37 FINISHED
Object Cuicatec language
The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
 E797132 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: Cuicatec language | Statement: [Triqui language, closelyRelatedTo, Cuicatec language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cuicatec language
Context triple: [Triqui language, closelyRelatedTo, Cuicatec language]
  • A. 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.
  • B. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • 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. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • E. 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.
  • 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: Cuicatec language
Triple: [Triqui language, closelyRelatedTo, Cuicatec language]
Generated description
The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cuicatec language
Target entity description: The Cuicatec language is an indigenous Oto-Manguean language of Mexico spoken primarily in northern Oaxaca.
  • A. 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.
  • B. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • 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. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • E. 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.
  • 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_69ca842f7e3481908bf5bcf52e032dbd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50d83c188190925c389dff1341b0 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1079272c88190b9c44f25e834f9ef completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1082f41b48190b8588bb986028f59 completed April 4, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69d108bab8c881909748ffbb4b23f4ba completed April 4, 2026, 12:48 p.m.
Created at: March 30, 2026, 7:45 p.m.