Triple

T8475007
Position Surface form Disambiguated ID Type / Status
Subject Chinantecan languages E200367 entity
Predicate includeLanguage P2177 FINISHED
Object Sochiapam Chinantec
Sochiapam Chinantec is an indigenous Chinantecan language spoken primarily in the region of San Pedro Sochiapam in Oaxaca, Mexico.
 E744607 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: Sochiapam Chinantec | Statement: [Chinantecan languages, includeLanguage, Sochiapam Chinantec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sochiapam Chinantec
Context triple: [Chinantecan languages, includeLanguage, Sochiapam Chinantec]
  • A. Ojitlán Chinantec
    Ojitlán Chinantec is an indigenous Chinantecan language spoken primarily in and around San Lucas Ojitlán in the Mexican state of Oaxaca.
  • B. Mexticacán
    Mexticacán is a small municipality and town in the Los Altos region of the state of Jalisco, Mexico, known for its rural character and traditional Mexican culture.
  • C. Cuilápam
    Cuilápam is a town in the state of Oaxaca, Mexico, historically notable as the site where independence leader Vicente Guerrero was executed.
  • D. Matlatzinca
    Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • E. Ixtaczoquitlán
    Ixtaczoquitlán is a municipality in the Mexican state of Veracruz that forms part of the urban and economic region surrounding the city of Orizaba.
  • 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: Sochiapam Chinantec
Triple: [Chinantecan languages, includeLanguage, Sochiapam Chinantec]
Generated description
Sochiapam Chinantec is an indigenous Chinantecan language spoken primarily in the region of San Pedro Sochiapam in Oaxaca, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sochiapam Chinantec
Target entity description: Sochiapam Chinantec is an indigenous Chinantecan language spoken primarily in the region of San Pedro Sochiapam in Oaxaca, Mexico.
  • A. Ojitlán Chinantec
    Ojitlán Chinantec is an indigenous Chinantecan language spoken primarily in and around San Lucas Ojitlán in the Mexican state of Oaxaca.
  • B. Mexticacán
    Mexticacán is a small municipality and town in the Los Altos region of the state of Jalisco, Mexico, known for its rural character and traditional Mexican culture.
  • C. Cuilápam
    Cuilápam is a town in the state of Oaxaca, Mexico, historically notable as the site where independence leader Vicente Guerrero was executed.
  • D. Matlatzinca
    Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • E. Ixtaczoquitlán
    Ixtaczoquitlán is a municipality in the Mexican state of Veracruz that forms part of the urban and economic region surrounding the city of Orizaba.
  • 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f89e0081909e74beb7c8f55653 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea83707e481909f9dfd6450a28d3d completed April 2, 2026, 5:32 p.m.
NEDg Description generation batch_69cea994f0ac819092fb34a0f2357611 completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa4c7ba08190be86cccc3a857656 completed April 2, 2026, 5:41 p.m.
Created at: March 30, 2026, 6:11 p.m.