Triple
T676452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonoran Desert |
E13086
|
entity |
| Predicate | hasIndigenousPeoples |
P1898
|
FINISHED |
| Object |
Tohono O'odham
The Tohono O'odham are a Native American people of the U.S.–Mexico borderlands known for their deep cultural, spiritual, and agricultural ties to the Sonoran Desert.
|
E91813
|
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: Tohono O'odham | Statement: [Sonoran Desert, hasIndigenousPeoples, Tohono O'odham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tohono O'odham Context triple: [Sonoran Desert, hasIndigenousPeoples, Tohono O'odham]
-
A.
Pima people
The Pima people are a Native American group traditionally living along the Gila and Salt Rivers in what is now Arizona, known for their farming culture and enduring presence in the Sonoran Desert region.
-
B.
Yavapai people
The Yavapai people are a Native American group indigenous to central and western Arizona, known for their distinct language, semi-nomadic history, and close cultural ties with neighboring tribes.
-
C.
Yavapai-Apache Nation
The Yavapai-Apache Nation is a federally recognized Native American tribe in Arizona composed primarily of Yavapai and Apache peoples, with its own government, cultural traditions, and reservation lands.
-
D.
Hualapai people
The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
-
E.
Yavapai-Prescott Indian Tribe
The Yavapai-Prescott Indian Tribe is a federally recognized Native American tribe in central Arizona, known for its Yavapai cultural heritage and sovereign tribal government based near Prescott.
- 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: Tohono O'odham Triple: [Sonoran Desert, hasIndigenousPeoples, Tohono O'odham]
Generated description
The Tohono O'odham are a Native American people of the U.S.–Mexico borderlands known for their deep cultural, spiritual, and agricultural ties to the Sonoran Desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tohono O'odham Target entity description: The Tohono O'odham are a Native American people of the U.S.–Mexico borderlands known for their deep cultural, spiritual, and agricultural ties to the Sonoran Desert.
-
A.
Pima people
The Pima people are a Native American group traditionally living along the Gila and Salt Rivers in what is now Arizona, known for their farming culture and enduring presence in the Sonoran Desert region.
-
B.
Yavapai people
The Yavapai people are a Native American group indigenous to central and western Arizona, known for their distinct language, semi-nomadic history, and close cultural ties with neighboring tribes.
-
C.
Yavapai-Apache Nation
The Yavapai-Apache Nation is a federally recognized Native American tribe in Arizona composed primarily of Yavapai and Apache peoples, with its own government, cultural traditions, and reservation lands.
-
D.
Hualapai people
The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
-
E.
Yavapai-Prescott Indian Tribe
The Yavapai-Prescott Indian Tribe is a federally recognized Native American tribe in central Arizona, known for its Yavapai cultural heritage and sovereign tribal government based near Prescott.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a04b2ae881908a5c23453bef8572 |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66d8f4a908190bc4cf5e1a6e46628 |
completed | March 3, 2026, 5:11 a.m. |
| NEDg | Description generation | batch_69a66e16c7bc8190a6aea054bac99c4c |
completed | March 3, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a66e7dd53c8190bdb3768abd80ba8d |
completed | March 3, 2026, 5:15 a.m. |
Created at: March 1, 2026, 7:36 p.m.