Triple
T12290238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee Nation Businesses |
E292937
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Cherokee Nation Defense Solutions
Cherokee Nation Defense Solutions is a tribally owned government contracting firm that provides defense, intelligence, and technology services to U.S. federal agencies.
|
E292937
|
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 Defense Solutions | Statement: [Cherokee Nation Businesses, hasPart, Cherokee Nation Defense Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Defense Solutions Context triple: [Cherokee Nation Businesses, hasPart, Cherokee Nation Defense Solutions]
-
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.
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 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.
-
D.
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.
-
E.
Indian Hills-Cherokee Section
Indian Hills-Cherokee Section is a residential neighborhood that forms part of the affluent suburban city of Indian Hills in Jefferson County, Kentucky.
- 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 Defense Solutions Triple: [Cherokee Nation Businesses, hasPart, Cherokee Nation Defense Solutions]
Generated description
Cherokee Nation Defense Solutions is a tribally owned government contracting firm that provides defense, intelligence, and technology services to U.S. federal agencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cherokee Nation Defense Solutions Target entity description: Cherokee Nation Defense Solutions is a tribally owned government contracting firm that provides defense, intelligence, and technology services to U.S. federal agencies.
-
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.
Cherokee Nation Businesses
chosen
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 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.
-
D.
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.
-
E.
Indian Hills-Cherokee Section
Indian Hills-Cherokee Section is a residential neighborhood that forms part of the affluent suburban city of Indian Hills in Jefferson County, Kentucky.
- F. None of above.
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.