Triple

T138751
Position Surface form Disambiguated ID Type / Status
Subject Chemehuevi people E2805 entity
Predicate linguisticFamily P1047 FINISHED
Object Uto-Aztecan
Uto-Aztecan is a large Native American language family of the Western United States and Mexico that includes languages such as Nahuatl, Hopi, and Ute.
E16654 NE FINISHED

How this triple was built (5 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: Uto-Aztecan | Statement: [Chemehuevi people, linguisticFamily, Uto-Aztecan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uto-Aztecan
Context triple: [Chemehuevi people, linguisticFamily, Uto-Aztecan]
  • A. Hokan languages
    Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • B. Southern Numic
    Southern Numic is a branch of the Numic group of Uto-Aztecan languages spoken in parts of the southwestern United States.
  • C. Yuman–Cochimí languages
    Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
  • D. Algonquian languages
    The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
  • E. Eskimo–Aleut languages
    Eskimo–Aleut languages are a family of indigenous languages spoken across the Arctic regions of Alaska, Canada, Greenland, and Siberia, known for their polysynthetic structure and complex morphology.
  • 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: Uto-Aztecan
Triple: [Chemehuevi people, linguisticFamily, Uto-Aztecan]
Generated description
Uto-Aztecan is a large Native American language family of the Western United States and Mexico that includes languages such as Nahuatl, Hopi, and Ute.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uto-Aztecan
Target entity description: Uto-Aztecan is a large Native American language family of the Western United States and Mexico that includes languages such as Nahuatl, Hopi, and Ute.
  • A. Hokan languages
    Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • B. Southern Numic
    Southern Numic is a branch of the Numic group of Uto-Aztecan languages spoken in parts of the southwestern United States.
  • C. Yuman–Cochimí languages
    Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
  • D. Algonquian languages
    The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
  • E. Eskimo–Aleut languages
    Eskimo–Aleut languages are a family of indigenous languages spoken across the Arctic regions of Alaska, Canada, Greenland, and Siberia, known for their polysynthetic structure and complex morphology.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: linguisticFamily
Context triple: [Chemehuevi people, linguisticFamily, Uto-Aztecan]
  • A. languageFamily chosen
    Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
  • B. hasLanguageGroup
    Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
  • C. glottocode
    Indicates the standardized Glottolog code that uniquely identifies the language or dialect associated with an entity.
  • D. isLanguageOf
    Indicates that a particular language is used as the official or primary language associated with a given entity (such as a person, document, or region).
  • E. hasLanguageOfOrigin
    Indicates that one entity has its origin or source in the language specified by another entity.
  • F. None of above.

Provenance (6 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257a800148190be119d1d075869b8 completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85fe4d481909e39b745857b62e7 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8fccfe081909f9b3d4c5f900a1c completed Feb. 28, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2b983d1d081909a850747695b8e0c completed Feb. 28, 2026, 9:46 a.m.
PD Predicate disambiguation batch_69a25652efdc8190b85b33735a9e6370 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.