Triple
T14576122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | River Yuman |
E342054
|
entity |
| Predicate | isTraditionalLanguageOf |
P4185
|
FINISHED |
| Object |
Indigenous peoples of the lower Colorado River
The Indigenous peoples of the lower Colorado River are Native American groups, including Yuman-speaking communities, who have long inhabited and culturally shaped the riverine and desert regions along the lower Colorado River in the southwestern United States and northern Mexico.
|
E6980
|
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: Indigenous peoples of the lower Colorado River | Statement: [River Yuman, isTraditionalLanguageOf, Indigenous peoples of the lower Colorado River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indigenous peoples of the lower Colorado River Context triple: [River Yuman, isTraditionalLanguageOf, Indigenous peoples of the lower Colorado River]
-
A.
Indigenous peoples of the Southwest
The Indigenous peoples of the Southwest are Native American and First Nations groups from the arid and semi-arid regions of what is now the southwestern United States and northern Mexico, known for their complex agricultural practices, distinctive adobe and cliff dwellings, and rich artistic and ceremonial traditions.
-
B.
Indigenous peoples of Baja California
The Indigenous peoples of Baja California are the original Native American groups of the Baja California Peninsula, including communities such as the Kumeyaay, Paipai, Kiliwa, and Cochimí, each with distinct languages, cultures, and histories.
-
C.
Indigenous peoples of the Great Basin
The Indigenous peoples of the Great Basin are Native American groups traditionally inhabiting the arid interior region between the Sierra Nevada and Rocky Mountains, known for their diverse languages, mobile foraging lifeways, and deep cultural ties to the desert environment.
-
D.
Colorado River Indian Tribes
The Colorado River Indian Tribes is a federally recognized tribal nation in the southwestern United States composed primarily of Mohave, Chemehuevi, Hopi, and Navajo peoples, with a reservation along the Colorado River in Arizona and California.
-
E.
Pueblo peoples
The Pueblo peoples are Native American communities of the Southwestern United States known for their ancient cliff dwellings, multi-story adobe villages, and rich traditions of pottery, weaving, and ceremonial life.
- 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: Indigenous peoples of the lower Colorado River Triple: [River Yuman, isTraditionalLanguageOf, Indigenous peoples of the lower Colorado River]
Generated description
The Indigenous peoples of the lower Colorado River are Native American groups, including Yuman-speaking communities, who have long inhabited and culturally shaped the riverine and desert regions along the lower Colorado River in the southwestern United States and northern Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Indigenous peoples of the lower Colorado River Target entity description: The Indigenous peoples of the lower Colorado River are Native American groups, including Yuman-speaking communities, who have long inhabited and culturally shaped the riverine and desert regions along the lower Colorado River in the southwestern United States and northern Mexico.
-
A.
Indigenous peoples of the Southwest
The Indigenous peoples of the Southwest are Native American and First Nations groups from the arid and semi-arid regions of what is now the southwestern United States and northern Mexico, known for their complex agricultural practices, distinctive adobe and cliff dwellings, and rich artistic and ceremonial traditions.
-
B.
Indigenous peoples of Baja California
The Indigenous peoples of Baja California are the original Native American groups of the Baja California Peninsula, including communities such as the Kumeyaay, Paipai, Kiliwa, and Cochimí, each with distinct languages, cultures, and histories.
-
C.
Indigenous peoples of the Great Basin
The Indigenous peoples of the Great Basin are Native American groups traditionally inhabiting the arid interior region between the Sierra Nevada and Rocky Mountains, known for their diverse languages, mobile foraging lifeways, and deep cultural ties to the desert environment.
-
D.
Colorado River Indian Tribes
chosen
The Colorado River Indian Tribes is a federally recognized tribal nation in the southwestern United States composed primarily of Mohave, Chemehuevi, Hopi, and Navajo peoples, with a reservation along the Colorado River in Arizona and California.
-
E.
Pueblo peoples
The Pueblo peoples are Native American communities of the Southwestern United States known for their ancient cliff dwellings, multi-story adobe villages, and rich traditions of pottery, weaving, and ceremonial life.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f5ec448190b2ef887fdf7b633e |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ace7da48190880a736ead5c4055 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bb3c1188190b158d30e9c962911 |
completed | May 8, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c6e7d448190835f87e27c998623 |
completed | May 8, 2026, 7:10 a.m. |
Created at: April 10, 2026, 1:24 a.m.