Triple
T12290256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee Nation Businesses |
E292937
|
entity |
| Predicate | beneficiary |
P487
|
FINISHED |
| Object | Cherokee Nation government |
E60252
|
NE FINISHED |
How this triple was built (2 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 government | Statement: [Cherokee Nation Businesses, beneficiary, Cherokee Nation government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation government Context triple: [Cherokee Nation Businesses, beneficiary, Cherokee Nation government]
-
A.
Cherokee Nation Executive Branch
The Cherokee Nation Executive Branch is the governing body responsible for implementing laws, administering programs, and overseeing day-to-day operations of the Cherokee Nation tribal government.
-
B.
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.
-
C.
Cherokee Nation of Oklahoma
chosen
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.
-
D.
Cherokee Nation Marshal Service
The Cherokee Nation Marshal Service is the primary law enforcement agency of the Cherokee Nation, responsible for policing, investigations, and public safety within the tribe’s jurisdiction.
-
E.
National Council of the Muscogee (Creek) Nation
The National Council of the Muscogee (Creek) Nation is the elected legislative body that creates laws and oversees governance for the Muscogee (Creek) Nation, a federally recognized Native American tribe based in Oklahoma.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d21692481908c97edc3d602f1d5 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a995c508190b7ef77e400d03f87 |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:52 p.m.