Triple
T13079092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee Nation Executive Branch |
E307135
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Cherokee Nation Transportation programs
Cherokee Nation Transportation programs are initiatives that plan, develop, and maintain transportation infrastructure and services to support mobility and economic development within the Cherokee Nation.
|
E1020508
|
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 Transportation programs | Statement: [Cherokee Nation Executive Branch, oversees, Cherokee Nation Transportation programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Transportation programs Context triple: [Cherokee Nation Executive Branch, oversees, Cherokee Nation Transportation programs]
-
A.
Cherokee Nation Construction Services
Cherokee Nation Construction Services is a tribally owned construction and engineering firm that provides building, infrastructure, and related services as part of the Cherokee Nation Businesses portfolio.
-
B.
Cherokee Nation Federal Consulting
Cherokee Nation Federal Consulting is a professional services firm that provides federal government clients with consulting and support solutions as part of the broader Cherokee Nation Businesses portfolio.
-
C.
Cherokee Nation Technology Solutions
Cherokee Nation Technology Solutions is a professional services and technology company owned by Cherokee Nation Businesses that provides IT, engineering, and mission support solutions to government and commercial clients.
-
D.
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.
-
E.
Cherokee Nation Manufacturing
Cherokee Nation Manufacturing is a tribally owned manufacturing enterprise operated under Cherokee Nation Businesses, providing industrial and defense-related production and support services.
- 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 Transportation programs Triple: [Cherokee Nation Executive Branch, oversees, Cherokee Nation Transportation programs]
Generated description
Cherokee Nation Transportation programs are initiatives that plan, develop, and maintain transportation infrastructure and services to support mobility and economic development within the Cherokee Nation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Transportation programs Target entity description: Cherokee Nation Transportation programs are initiatives that plan, develop, and maintain transportation infrastructure and services to support mobility and economic development within the Cherokee Nation.
-
A.
Cherokee Nation Construction Services
Cherokee Nation Construction Services is a tribally owned construction and engineering firm that provides building, infrastructure, and related services as part of the Cherokee Nation Businesses portfolio.
-
B.
Cherokee Nation Federal Consulting
Cherokee Nation Federal Consulting is a professional services firm that provides federal government clients with consulting and support solutions as part of the broader Cherokee Nation Businesses portfolio.
-
C.
Cherokee Nation Technology Solutions
Cherokee Nation Technology Solutions is a professional services and technology company owned by Cherokee Nation Businesses that provides IT, engineering, and mission support solutions to government and commercial clients.
-
D.
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.
-
E.
Cherokee Nation Manufacturing
Cherokee Nation Manufacturing is a tribally owned manufacturing enterprise operated under Cherokee Nation Businesses, providing industrial and defense-related production and support services.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d98119cb7081908b78ffe83ec99851 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60c603881909dff49f4356042b5 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d86562f88190afd1fe49c4632e09 |
completed | May 3, 2026, 5:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d9486d748190bc5e2927bc36993e |
completed | May 3, 2026, 5:12 a.m. |
Created at: April 9, 2026, 9:01 p.m.