Triple

T1488498
Position Surface form Disambiguated ID Type / Status
Subject Olmec civilization E29522 entity
Predicate languageFamilyHypothesis P19629 FINISHED
Object Mixe–Zoquean languages
The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
E173110 NE FINISHED

How this triple was built (5 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: Mixe–Zoquean languages | Statement: [Olmec civilization, languageFamilyHypothesis, Mixe–Zoquean languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mixe–Zoquean languages
Context triple: [Olmec civilization, languageFamilyHypothesis, Mixe–Zoquean languages]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Eastern Nahuatl
    Eastern Nahuatl is a branch of the Nahuatl language continuum spoken in eastern Mexico, encompassing several closely related indigenous dialects.
  • 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: Mixe–Zoquean languages
Triple: [Olmec civilization, languageFamilyHypothesis, Mixe–Zoquean languages]
Generated description
The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mixe–Zoquean languages
Target entity description: The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Eastern Nahuatl
    Eastern Nahuatl is a branch of the Nahuatl language continuum spoken in eastern Mexico, encompassing several closely related indigenous dialects.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: languageFamilyHypothesis
Context triple: [Olmec civilization, languageFamilyHypothesis, Mixe–Zoquean languages]
  • A. languageFamily
    Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
  • B. languageFamilyBranchOf
    Indicates that one language family branch is a sub-group or subdivision within a larger language family.
  • C. influencedLanguageFamily
    Indicates that one language family has had a significant impact on the development, structure, or usage of another language family.
  • D. languageFamilyAssociated chosen
    Indicates that there is an association or connection between a language and a particular language family.
  • E. languageFamilyContext
    Indicates the broader linguistic family or grouping within which a particular language or linguistic element is situated.
  • F. None of above.

Provenance (6 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_69a498da82e08190ba833330d05f380f completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6a44efc819084254614d8ea4669 completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad232f4b80819095a608816d4d2a34 completed March 8, 2026, 7:20 a.m.
NEDg Description generation batch_69ad2501b82481908133bd9233a84267 completed March 8, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69ad2589c01081909f4b5cff5fe650e1 completed March 8, 2026, 7:30 a.m.
PD Predicate disambiguation batch_69a4c48902808190a8028d359bcf123e completed March 1, 2026, 10:58 p.m.
Created at: March 1, 2026, 8:12 p.m.