Triple
T2728517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee Nation |
E60252
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Cherokee Nation Businesses
Cherokee Nation Businesses is the tribally owned economic development and holding company of the Cherokee Nation, managing a diverse portfolio of commercial enterprises and government contracts.
|
E292937
|
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: Cherokee Nation Businesses | Statement: [Cherokee Nation, operates, Cherokee Nation Businesses]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Businesses Context triple: [Cherokee Nation, operates, Cherokee Nation Businesses]
-
A.
Cherokee Nation (historical)
The historical Cherokee Nation was a sovereign Native American nation in the southeastern United States whose ancestral lands, rich in resources like gold, became the focus of intense settler encroachment and ultimately led to forced removal along the Trail of Tears.
-
B.
Cherokee Nation of Oklahoma
The Cherokee Nation of Oklahoma is a federally recognized Native American tribe and the largest of the three Cherokee tribes, with its own government, services, and jurisdiction primarily in northeastern Oklahoma.
-
C.
Choctaw Nation
The Choctaw Nation is a Native American tribe originally from the southeastern United States, known for being among the first tribes forcibly relocated along the Trail of Tears to Indian Territory (present-day Oklahoma).
-
D.
Eastern Band of Cherokee Indians
The Eastern Band of Cherokee Indians is a federally recognized Cherokee tribe based primarily in western North Carolina, known for preserving Cherokee language, culture, and governance on the Qualla Boundary reservation.
-
E.
Chickasaw Nation
The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
- 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: Cherokee Nation Businesses Triple: [Cherokee Nation, operates, Cherokee Nation Businesses]
Generated description
Cherokee Nation Businesses is the tribally owned economic development and holding company of the Cherokee Nation, managing a diverse portfolio of commercial enterprises and government contracts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Businesses Target entity description: Cherokee Nation Businesses is the tribally owned economic development and holding company of the Cherokee Nation, managing a diverse portfolio of commercial enterprises and government contracts.
-
A.
Cherokee Nation (historical)
The historical Cherokee Nation was a sovereign Native American nation in the southeastern United States whose ancestral lands, rich in resources like gold, became the focus of intense settler encroachment and ultimately led to forced removal along the Trail of Tears.
-
B.
Cherokee Nation of Oklahoma
The Cherokee Nation of Oklahoma is a federally recognized Native American tribe and the largest of the three Cherokee tribes, with its own government, services, and jurisdiction primarily in northeastern Oklahoma.
-
C.
Choctaw Nation
The Choctaw Nation is a Native American tribe originally from the southeastern United States, known for being among the first tribes forcibly relocated along the Trail of Tears to Indian Territory (present-day Oklahoma).
-
D.
Eastern Band of Cherokee Indians
The Eastern Band of Cherokee Indians is a federally recognized Cherokee tribe based primarily in western North Carolina, known for preserving Cherokee language, culture, and governance on the Qualla Boundary reservation.
-
E.
Chickasaw Nation
The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
- 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_69ab4b75cd908190b691ef0d1801acda |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdaeaee388190a21e7fa0b8f83546 |
completed | March 7, 2026, 7:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb69aa8b081909c57e8a7f64d0913 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb717260c8190a93641152f163879 |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb781327c819090c42c461d17762e |
completed | March 10, 2026, 6:17 a.m. |
Created at: March 6, 2026, 9:56 p.m.