Triple

T7645560
Position Surface form Disambiguated ID Type / Status
Subject Mixe–Zoquean languages E173110 entity
Predicate hasSubfamily P747 FINISHED
Object Zoque languages
Zoque languages are a group of indigenous Mesoamerican languages spoken primarily in southern Mexico, closely related to the Mixe languages within the Mixe–Zoquean family.
 E173110 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: Zoque languages | Statement: [Mixe–Zoquean languages, hasSubfamily, Zoque languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zoque languages
Context triple: [Mixe–Zoquean languages, hasSubfamily, Zoque languages]
  • A. Mixe–Zoquean languages
    The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • B. 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.
  • 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. Tlapanecan languages
    Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
  • 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: Zoque languages
Triple: [Mixe–Zoquean languages, hasSubfamily, Zoque languages]
Generated description
Zoque languages are a group of indigenous Mesoamerican languages spoken primarily in southern Mexico, closely related to the Mixe languages within the Mixe–Zoquean family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zoque languages
Target entity description: Zoque languages are a group of indigenous Mesoamerican languages spoken primarily in southern Mexico, closely related to the Mixe languages within the Mixe–Zoquean family.
  • A. Mixe–Zoquean languages chosen
    The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • B. 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.
  • 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. Tlapanecan languages
    Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
  • 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.

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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6faf2aa1c8190945a691e46300ef2 completed March 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be1db7548190a6a6d280922a195d completed March 29, 2026, 5:52 a.m.
NEDg Description generation batch_69c8bef91cf081908d9d9c689c918905 completed March 29, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf5aa1348190a5c369bece6fb6db completed March 29, 2026, 5:57 a.m.
Created at: March 27, 2026, 3:58 p.m.