Triple

T1388753
Position Surface form Disambiguated ID Type / Status
Subject Nahuan languages E29906 entity
Predicate hasPart P35 FINISHED
Object Classical Nahuatl
Classical Nahuatl is the historical prestige variety of the Nahuatl language used in central Mexico at the time of the Aztec Empire and early Spanish colonization, documented extensively in colonial-era texts.
E162628 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: Classical Nahuatl | Statement: [Nahuan languages, hasPart, Classical Nahuatl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Classical Nahuatl
Context triple: [Nahuan languages, hasPart, Classical Nahuatl]
  • A. Modern Nahuatl
    Modern Nahuatl is a group of contemporary indigenous languages spoken primarily in central Mexico, descended from Classical Nahuatl and used today by millions of Nahua people.
  • 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. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • 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: Classical Nahuatl
Triple: [Nahuan languages, hasPart, Classical Nahuatl]
Generated description
Classical Nahuatl is the historical prestige variety of the Nahuatl language used in central Mexico at the time of the Aztec Empire and early Spanish colonization, documented extensively in colonial-era texts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Classical Nahuatl
Target entity description: Classical Nahuatl is the historical prestige variety of the Nahuatl language used in central Mexico at the time of the Aztec Empire and early Spanish colonization, documented extensively in colonial-era texts.
  • A. Modern Nahuatl
    Modern Nahuatl is a group of contemporary indigenous languages spoken primarily in central Mexico, descended from Classical Nahuatl and used today by millions of Nahua people.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c35ce48c81909aaad7dfa2df63fa completed March 1, 2026, 10:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace56bf6c48190839a9d01c935e4bf completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace5fb515081908acadef0303b8f6e completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace9ba4b3481908d03636d8f72d04c completed March 8, 2026, 3:15 a.m.
Created at: March 1, 2026, 7:59 p.m.