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.