Triple

T13079088
Position Surface form Disambiguated ID Type / Status
Subject Cherokee Nation Executive Branch E307135 entity
Predicate oversees P46 FINISHED
Object Cherokee Nation Human Services
Cherokee Nation Human Services is a governmental department of the Cherokee Nation responsible for providing social, health, and support services to Cherokee citizens and their families.
 E1022649 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 Human Services | Statement: [Cherokee Nation Executive Branch, oversees, Cherokee Nation Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cherokee Nation Human Services
Context triple: [Cherokee Nation Executive Branch, oversees, Cherokee Nation Human Services]
  • A. Cherokee Nation Health Services
    Cherokee Nation Health Services is the healthcare system of the Cherokee Nation, providing medical and wellness services to Cherokee citizens and other eligible patients through a network of clinics and health facilities.
  • 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 Housing programs
    Cherokee Nation Housing programs are tribal initiatives that provide housing assistance, development, and related services to citizens of the Cherokee Nation.
  • D. 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.
  • E. 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.
  • 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 Human Services
Triple: [Cherokee Nation Executive Branch, oversees, Cherokee Nation Human Services]
Generated description
Cherokee Nation Human Services is a governmental department of the Cherokee Nation responsible for providing social, health, and support services to Cherokee citizens and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cherokee Nation Human Services
Target entity description: Cherokee Nation Human Services is a governmental department of the Cherokee Nation responsible for providing social, health, and support services to Cherokee citizens and their families.
  • A. Cherokee Nation Health Services
    Cherokee Nation Health Services is the healthcare system of the Cherokee Nation, providing medical and wellness services to Cherokee citizens and other eligible patients through a network of clinics and health facilities.
  • 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 Housing programs
    Cherokee Nation Housing programs are tribal initiatives that provide housing assistance, development, and related services to citizens of the Cherokee Nation.
  • D. 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.
  • E. 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.
  • 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_69d9811828448190ac6ddd3e9c221251 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e272629c8190926dbc9df447b6c4 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e4774f4881908692c2d57158db4a completed May 3, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_69f6e5630a5c8190bc17abac3cc6612e completed May 3, 2026, 6:04 a.m.
Created at: April 9, 2026, 9:01 p.m.