Triple

T1450437
Position Surface form Disambiguated ID Type / Status
Subject Mixtec civilization E31277 entity
Predicate spoke P13756 FINISHED
Object Mixtec languages
Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
E165614 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: Mixtec languages | Statement: [Mixtec civilization, spoke, Mixtec languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mixtec languages
Context triple: [Mixtec civilization, spoke, Mixtec languages]
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. Mexican Penutian languages
    Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
  • C. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • D. Mayan languages
    Mayan languages are a family of indigenous languages spoken primarily in southern Mexico and Central America, known for their ancient hieroglyphic writing and continuity from the Classic Maya civilization to modern Maya communities.
  • 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: Mixtec languages
Triple: [Mixtec civilization, spoke, Mixtec languages]
Generated description
Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mixtec languages
Target entity description: Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. Mexican Penutian languages
    Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
  • C. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • D. Mayan languages
    Mayan languages are a family of indigenous languages spoken primarily in southern Mexico and Central America, known for their ancient hieroglyphic writing and continuity from the Classic Maya civilization to modern Maya communities.
  • 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_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c55d923c8190957756f834f94462 completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c4c940819091d15c4d2ffa6b1c completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09d0c4d88190b5f79a92821ef577 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a5eeac08190a4d13f4819fc1aba completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.