Triple

T6473639
Position Surface form Disambiguated ID Type / Status
Subject Mazahua E146014 entity
Predicate hasDialect P4251 FINISHED
Object Southern Mazahua
Southern Mazahua is a regional variety of the Mazahua language spoken by Mazahua communities in central Mexico, distinguished by its own phonological and lexical features.
E597740 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: Southern Mazahua | Statement: [Mazahua, hasDialect, Southern Mazahua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Mazahua
Context triple: [Mazahua, hasDialect, Southern Mazahua]
  • A. La Huasteca Hidalguense
    La Huasteca Hidalguense is a culturally rich and biodiverse region in the state of Hidalgo, Mexico, known for its Huastec indigenous heritage, traditional music and dance, and lush tropical landscapes.
  • B. Western Mexico
    Western Mexico is a geographic region of Mexico along the Pacific coast known for major cities like Guadalajara, rich colonial history, and distinctive cultural traditions.
  • C. Totonacapan region
    The Totonacapan region is a historical and cultural area in eastern Mexico traditionally inhabited by the Totonac people, known for its pre-Hispanic archaeological sites and rich indigenous heritage.
  • D. Mixteca Alta
    Mixteca Alta is a mountainous region in present-day Oaxaca, Mexico, that served as the core cultural and political area of the pre-Columbian Mixtec people.
  • E. Morelos region
    The Morelos region is a historical area in central Mexico that was once part of the Aztec Triple Alliance’s domain and is known today for its rich indigenous heritage and agricultural traditions.
  • 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: Southern Mazahua
Triple: [Mazahua, hasDialect, Southern Mazahua]
Generated description
Southern Mazahua is a regional variety of the Mazahua language spoken by Mazahua communities in central Mexico, distinguished by its own phonological and lexical features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Mazahua
Target entity description: Southern Mazahua is a regional variety of the Mazahua language spoken by Mazahua communities in central Mexico, distinguished by its own phonological and lexical features.
  • A. La Huasteca Hidalguense
    La Huasteca Hidalguense is a culturally rich and biodiverse region in the state of Hidalgo, Mexico, known for its Huastec indigenous heritage, traditional music and dance, and lush tropical landscapes.
  • B. Western Mexico
    Western Mexico is a geographic region of Mexico along the Pacific coast known for major cities like Guadalajara, rich colonial history, and distinctive cultural traditions.
  • C. Totonacapan region
    The Totonacapan region is a historical and cultural area in eastern Mexico traditionally inhabited by the Totonac people, known for its pre-Hispanic archaeological sites and rich indigenous heritage.
  • D. Mixteca Alta
    Mixteca Alta is a mountainous region in present-day Oaxaca, Mexico, that served as the core cultural and political area of the pre-Columbian Mixtec people.
  • E. Morelos region
    The Morelos region is a historical area in central Mexico that was once part of the Aztec Triple Alliance’s domain and is known today for its rich indigenous heritage and agricultural traditions.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a32c0188190bcb3c35fc1d796a6 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65fd1db288190b00ba6d7f3aae925 completed March 27, 2026, 10:45 a.m.
NEDg Description generation batch_69c660ff35bc8190ba11573cd409b46a completed March 27, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69c6615b639c8190af0073368e55ab8d completed March 27, 2026, 10:52 a.m.
Created at: March 22, 2026, 4:50 p.m.