Triple

T2728518
Position Surface form Disambiguated ID Type / Status
Subject Cherokee Nation E60252 entity
Predicate operates P24 FINISHED
Object 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.
E295240 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 Marshal Service | Statement: [Cherokee Nation, operates, Cherokee Nation Marshal Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Marshal Service
Context triple: [Cherokee Nation, operates, Cherokee Nation Marshal Service]
  • A. Chickasaw Lighthorse Police
    The Chickasaw Lighthorse Police is the tribal law enforcement agency of the Chickasaw Nation, responsible for policing and public safety within the Nation’s jurisdiction.
  • B. 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.
  • 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 (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. Choctaw Nation
    The Choctaw Nation is a Native American tribe originally from the southeastern United States, known for being among the first tribes forcibly relocated along the Trail of Tears to Indian Territory (present-day Oklahoma).
  • 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 Marshal Service
Triple: [Cherokee Nation, operates, Cherokee Nation Marshal Service]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Marshal Service
Target entity description: 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.
  • A. Chickasaw Lighthorse Police
    The Chickasaw Lighthorse Police is the tribal law enforcement agency of the Chickasaw Nation, responsible for policing and public safety within the Nation’s jurisdiction.
  • B. 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.
  • 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 (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. Choctaw Nation
    The Choctaw Nation is a Native American tribe originally from the southeastern United States, known for being among the first tribes forcibly relocated along the Trail of Tears to Indian Territory (present-day Oklahoma).
  • 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_69ab4b75cd908190b691ef0d1801acda completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaeaee388190a21e7fa0b8f83546 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc227c48190b7ab34c6760d3331 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbd10031c8190b3ebb9d1b5a5bad0 completed March 10, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69afbd7be9088190a19bed27249e95c4 completed March 10, 2026, 6:43 a.m.
Created at: March 6, 2026, 9:56 p.m.