Triple

T13377599
Position Surface form Disambiguated ID Type / Status
Subject Sayula Popoluca E319229 entity
Predicate subclassOf P1244 FINISHED
Object Zoquean languages
Zoquean languages are a small family of indigenous Mesoamerican languages spoken primarily in southern Mexico, especially in the states of Chiapas, Oaxaca, and Veracruz.
E1044673 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: Zoquean languages | Statement: [Sayula Popoluca, subclassOf, Zoquean languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zoquean languages
Context triple: [Sayula Popoluca, subclassOf, Zoquean languages]
  • A. Chinantecan languages
    The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
  • B. Huastecan languages
    The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
  • C. Tzeltalan languages
    The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
  • D. Mazatec languages
    The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
  • E. Tequistlatecan languages
    Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
  • 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: Zoquean languages
Triple: [Sayula Popoluca, subclassOf, Zoquean languages]
Generated description
Zoquean languages are a small family of indigenous Mesoamerican languages spoken primarily in southern Mexico, especially in the states of Chiapas, Oaxaca, and Veracruz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zoquean languages
Target entity description: Zoquean languages are a small family of indigenous Mesoamerican languages spoken primarily in southern Mexico, especially in the states of Chiapas, Oaxaca, and Veracruz.
  • A. Chinantecan languages
    The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
  • B. Huastecan languages
    The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
  • C. Tzeltalan languages
    The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
  • D. Mazatec languages
    The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
  • E. Tequistlatecan languages
    Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce3fec48190a5443d87c85477a3 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f754734db081909f262fa2325b7e6d completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75585cac88190bcf3fcd714d73b1b completed May 3, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69f756204c7c8190b1363709022a1089 completed May 3, 2026, 2:05 p.m.
Created at: April 9, 2026, 9:33 p.m.