Triple
T13668278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Oklahoma |
E327679
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Hulbert, Oklahoma
Hulbert, Oklahoma is a small town in northeastern Oklahoma known for its rural character and proximity to the city of Tahlequah and the Cherokee Nation.
|
E1198903
|
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: Hulbert, Oklahoma | Statement: [Cherokee County, Oklahoma, hasCity, Hulbert, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hulbert, Oklahoma Context triple: [Cherokee County, Oklahoma, hasCity, Hulbert, Oklahoma]
-
A.
Hinton, Oklahoma
Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
-
B.
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.
-
C.
Hartshorne, Oklahoma
Hartshorne, Oklahoma is a small city in southeastern Oklahoma known historically as a coal-mining community within Pittsburg County.
-
D.
Wister, Oklahoma
Wister, Oklahoma is a small town in southeastern Oklahoma known for its proximity to Wister Lake State Park and its location within Le Flore County.
-
E.
Hodgen, Oklahoma
Hodgen, Oklahoma is a small unincorporated community in southeastern Oklahoma known for its rural setting near the Ouachita National Forest.
- 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: Hulbert, Oklahoma Triple: [Cherokee County, Oklahoma, hasCity, Hulbert, Oklahoma]
Generated description
Hulbert, Oklahoma is a small town in northeastern Oklahoma known for its rural character and proximity to the city of Tahlequah and the Cherokee Nation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hulbert, Oklahoma Target entity description: Hulbert, Oklahoma is a small town in northeastern Oklahoma known for its rural character and proximity to the city of Tahlequah and the Cherokee Nation.
-
A.
Hinton, Oklahoma
Hinton, Oklahoma is a small town in Caddo County known for its proximity to Red Rock Canyon Adventure Park and its location along major regional highways.
-
B.
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.
-
C.
Hartshorne, Oklahoma
Hartshorne, Oklahoma is a small city in southeastern Oklahoma known historically as a coal-mining community within Pittsburg County.
-
D.
Wister, Oklahoma
Wister, Oklahoma is a small town in southeastern Oklahoma known for its proximity to Wister Lake State Park and its location within Le Flore County.
-
E.
Hodgen, Oklahoma
Hodgen, Oklahoma is a small unincorporated community in southeastern Oklahoma known for its rural setting near the Ouachita National Forest.
- 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_69fffee0ff948190911c02f6e50ea2bc |
completed | May 10, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_6a00007647a08190bff12da75c4a3c02 |
completed | May 10, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0000e385bc819080e63ced564fe77b |
completed | May 10, 2026, 3:52 a.m. |
Created at: April 9, 2026, 9:52 p.m.