Triple
T2331919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hohokam culture |
E44220
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object |
O'odham peoples
The O'odham peoples are Indigenous groups of the Sonoran Desert region of the southwestern United States and northern Mexico, known for their deep cultural continuity, traditional agriculture, and adaptation to arid environments.
|
E67762
|
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: O'odham peoples | Statement: [Hohokam culture, succeededBy, O'odham peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O'odham peoples Context triple: [Hohokam culture, succeededBy, O'odham peoples]
-
A.
Maricopa people
The Maricopa people are a Native American tribe of the Yuman language family traditionally living along the lower Gila and Colorado Rivers in what is now Arizona.
-
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.
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.
-
D.
Cocopah people
The Cocopah people are a Native American tribe indigenous to the lower Colorado River region of what is now Arizona, California, and northern Mexico, known for their riverine agriculture, rich cultural traditions, and enduring cross-border community.
-
E.
Cahuilla people
The Cahuilla people are a Native American tribe indigenous to inland Southern California, traditionally inhabiting desert and mountain regions and known for their complex social organization, basketry, and adaptation to arid environments.
- 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: O'odham peoples Triple: [Hohokam culture, succeededBy, O'odham peoples]
Generated description
The O'odham peoples are Indigenous groups of the Sonoran Desert region of the southwestern United States and northern Mexico, known for their deep cultural continuity, traditional agriculture, and adaptation to arid environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: O'odham peoples Target entity description: The O'odham peoples are Indigenous groups of the Sonoran Desert region of the southwestern United States and northern Mexico, known for their deep cultural continuity, traditional agriculture, and adaptation to arid environments.
-
A.
Maricopa people
The Maricopa people are a Native American tribe of the Yuman language family traditionally living along the lower Gila and Colorado Rivers in what is now Arizona.
-
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.
Pima people
chosen
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.
-
D.
Cocopah people
The Cocopah people are a Native American tribe indigenous to the lower Colorado River region of what is now Arizona, California, and northern Mexico, known for their riverine agriculture, rich cultural traditions, and enduring cross-border community.
-
E.
Cahuilla people
The Cahuilla people are a Native American tribe indigenous to inland Southern California, traditionally inhabiting desert and mountain regions and known for their complex social organization, basketry, and adaptation to arid environments.
- 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_69a889132b488190bbb43ad4780ddd92 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc66bd0f08190aad5f640cfa1c372 |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae89773c88819087a294d7c0f90f73 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8ae2ab7481909d265e56369f68e2 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b6c553481908b2b7b1f880b814d |
completed | March 9, 2026, 8:57 a.m. |
Created at: March 4, 2026, 7:51 p.m.