Triple

T2864474
Position Surface form Disambiguated ID Type / Status
Subject Tahlequah E63404 entity
Predicate hasGovernmentBody P2820 FINISHED
Object 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.
E307135 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 Executive Branch | Statement: [Tahlequah, hasGovernmentBody, Cherokee Nation Executive Branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Executive Branch
Context triple: [Tahlequah, hasGovernmentBody, Cherokee Nation Executive Branch]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Executive Branch
Triple: [Tahlequah, hasGovernmentBody, Cherokee Nation Executive Branch]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Executive Branch
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfb853908190aa2fd492e9fa5e87 completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0314baa408190b1b398dcfaa29c53 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b0351dc18c8190bcd047ccabaa47bc completed March 10, 2026, 3:13 p.m.
NED2 Entity disambiguation (via description) batch_69b035ce3f8481908673a072eb2e6dcd completed March 10, 2026, 3:16 p.m.
Created at: March 6, 2026, 10:02 p.m.