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.