Triple
T13668280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Oklahoma |
E327679
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Peggs, Oklahoma
Peggs, Oklahoma is a small unincorporated rural community located in Cherokee County in northeastern Oklahoma.
|
E1052707
|
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: Peggs, Oklahoma | Statement: [Cherokee County, Oklahoma, hasTown, Peggs, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peggs, Oklahoma Context triple: [Cherokee County, Oklahoma, hasTown, Peggs, Oklahoma]
-
A.
Ketchum, Oklahoma
Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
-
B.
Purcell, Oklahoma
Purcell, Oklahoma is a small city in central Oklahoma that serves as the county seat and regional hub for McClain County.
-
C.
Poteau, Oklahoma
Poteau, Oklahoma is a small city in Le Flore County known as a regional hub in eastern Oklahoma near the Arkansas border, close to Fort Smith.
-
D.
Perry, Oklahoma
Perry, Oklahoma is a small city in north-central Oklahoma known for its agricultural roots, historic downtown, and role in the Cherokee Strip Land Run.
-
E.
Gage, Oklahoma
Gage, Oklahoma is a small rural town in northwestern Oklahoma known for its agricultural community and location within Ellis County.
- 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: Peggs, Oklahoma Triple: [Cherokee County, Oklahoma, hasTown, Peggs, Oklahoma]
Generated description
Peggs, Oklahoma is a small unincorporated rural community located in Cherokee County in northeastern Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peggs, Oklahoma Target entity description: Peggs, Oklahoma is a small unincorporated rural community located in Cherokee County in northeastern Oklahoma.
-
A.
Ketchum, Oklahoma
Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
-
B.
Purcell, Oklahoma
Purcell, Oklahoma is a small city in central Oklahoma that serves as the county seat and regional hub for McClain County.
-
C.
Poteau, Oklahoma
Poteau, Oklahoma is a small city in Le Flore County known as a regional hub in eastern Oklahoma near the Arkansas border, close to Fort Smith.
-
D.
Perry, Oklahoma
Perry, Oklahoma is a small city in north-central Oklahoma known for its agricultural roots, historic downtown, and role in the Cherokee Strip Land Run.
-
E.
Gage, Oklahoma
Gage, Oklahoma is a small rural town in northwestern Oklahoma known for its agricultural community and location within Ellis County.
- 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_69d8076f1fa8819094664a59b55010df |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc65832688190aea688fee0a7cbdb |
completed | April 12, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78b0cfe0c8190b0fe50931e9788cf |
completed | May 3, 2026, 5:51 p.m. |
| NEDg | Description generation | batch_69f78bd727048190a57a75294a9ab53d |
completed | May 3, 2026, 5:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78c94da6c8190b9bc1d04cee19c3c |
completed | May 3, 2026, 5:57 p.m. |
Created at: April 9, 2026, 9:52 p.m.