Triple

T12290236
Position Surface form Disambiguated ID Type / Status
Subject Cherokee Nation Businesses E292937 entity
Predicate hasPart P35 FINISHED
Object Cherokee Nation Government Solutions
Cherokee Nation Government Solutions is a federal contracting and professional services company owned by Cherokee Nation Businesses that provides mission support, IT, engineering, and consulting services to U.S. government agencies.
E975049 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 Government Solutions | Statement: [Cherokee Nation Businesses, hasPart, Cherokee Nation Government Solutions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Government Solutions
Context triple: [Cherokee Nation Businesses, hasPart, Cherokee Nation Government Solutions]
  • 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 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.
  • C. Cherokee Nation Courts
    Cherokee Nation Courts are the judicial branch of the Cherokee Nation’s tribal government, responsible for interpreting and applying Cherokee law in civil, criminal, and constitutional matters within the Nation’s jurisdiction.
  • 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 Committee of the Cherokee Nation
    The National Committee of the Cherokee Nation was the upper legislative body of the Cherokee government in the 19th century, functioning similarly to a senate within its constitutional system.
  • 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 Government Solutions
Triple: [Cherokee Nation Businesses, hasPart, Cherokee Nation Government Solutions]
Generated description
Cherokee Nation Government Solutions is a federal contracting and professional services company owned by Cherokee Nation Businesses that provides mission support, IT, engineering, and consulting services to U.S. government agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Government Solutions
Target entity description: Cherokee Nation Government Solutions is a federal contracting and professional services company owned by Cherokee Nation Businesses that provides mission support, IT, engineering, and consulting services to U.S. government agencies.
  • 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 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.
  • C. Cherokee Nation Courts
    Cherokee Nation Courts are the judicial branch of the Cherokee Nation’s tribal government, responsible for interpreting and applying Cherokee law in civil, criminal, and constitutional matters within the Nation’s jurisdiction.
  • 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 Committee of the Cherokee Nation
    The National Committee of the Cherokee Nation was the upper legislative body of the Cherokee government in the 19th century, functioning similarly to a senate within its constitutional system.
  • 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_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_69f61e752f3c8190ba0e273f3e41a321 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:52 p.m.