Triple

T1388755
Position Surface form Disambiguated ID Type / Status
Subject Nahuan languages E29906 entity
Predicate hasPart P35 FINISHED
Object Central Nahuatl
Central Nahuatl is a major variety of the Nahuatl language spoken in central Mexico, notable for its large number of speakers and influence on modern Mexican Spanish vocabulary.
E165523 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: Central Nahuatl | Statement: [Nahuan languages, hasPart, Central Nahuatl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Nahuatl
Context triple: [Nahuan languages, hasPart, Central Nahuatl]
  • A. Eastern Nahuatl
    Eastern Nahuatl is a branch of the Nahuatl language continuum spoken in eastern Mexico, encompassing several closely related indigenous dialects.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Central Nahuatl
Triple: [Nahuan languages, hasPart, Central Nahuatl]
Generated description
Central Nahuatl is a major variety of the Nahuatl language spoken in central Mexico, notable for its large number of speakers and influence on modern Mexican Spanish vocabulary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Nahuatl
Target entity description: Central Nahuatl is a major variety of the Nahuatl language spoken in central Mexico, notable for its large number of speakers and influence on modern Mexican Spanish vocabulary.
  • A. Eastern Nahuatl
    Eastern Nahuatl is a branch of the Nahuatl language continuum spoken in eastern Mexico, encompassing several closely related indigenous dialects.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ad08a9dd308190999d349f8b6297b8 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, 7:59 p.m.