Triple
T637402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uto-Aztecan |
E16654
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object |
Huichol
Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
|
E85607
|
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: Huichol | Statement: [Uto-Aztecan, includesLanguage, Huichol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huichol Context triple: [Uto-Aztecan, includesLanguage, Huichol]
-
A.
Nahua
The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
-
B.
Popoluca
Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
-
C.
Mazatec
Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
-
D.
Cochimí people
The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
-
E.
Cocopa people
The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
- 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: Huichol Triple: [Uto-Aztecan, includesLanguage, Huichol]
Generated description
Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huichol Target entity description: Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
-
A.
Nahua
The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
-
B.
Popoluca
Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
-
C.
Mazatec
Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
-
D.
Cochimí people
The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
-
E.
Cocopa people
The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
- 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49ee7fdbc8190858e42bb1bfdb3ff |
completed | March 1, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc93fd28819088ece7790ff19270 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5debae16081909f167598cb20dbf6 |
completed | March 2, 2026, 7:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5fe46b8f48190b6a7e96fcac30d9f |
completed | March 2, 2026, 9:16 p.m. |
Created at: March 1, 2026, 7:35 p.m.