Triple
T12404251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Oklahoma |
E296339
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Hobart, Oklahoma
Hobart, Oklahoma is a small city in Kiowa County known for its agricultural economy and historic courthouse on the Great Plains.
|
E981805
|
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: Hobart, Oklahoma | Statement: [Southwestern Oklahoma, hasCity, Hobart, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hobart, Oklahoma Context triple: [Southwestern Oklahoma, hasCity, Hobart, 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.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
C.
Bennington, Oklahoma
Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
-
D.
Kenton, Oklahoma
Kenton, Oklahoma is a small, remote community in the far western Oklahoma Panhandle known as the gateway to Black Mesa and the state’s highest point.
-
E.
Hendrix, Oklahoma
Hendrix, Oklahoma is a small unincorporated community and census-designated place located in Bryan County in southern 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: Hobart, Oklahoma Triple: [Southwestern Oklahoma, hasCity, Hobart, Oklahoma]
Generated description
Hobart, Oklahoma is a small city in Kiowa County known for its agricultural economy and historic courthouse on the Great Plains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hobart, Oklahoma Target entity description: Hobart, Oklahoma is a small city in Kiowa County known for its agricultural economy and historic courthouse on the Great Plains.
-
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.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
C.
Bennington, Oklahoma
Bennington, Oklahoma is a small rural town in southeastern Oklahoma known for its agricultural community and location within Bryan County.
-
D.
Kenton, Oklahoma
Kenton, Oklahoma is a small, remote community in the far western Oklahoma Panhandle known as the gateway to Black Mesa and the state’s highest point.
-
E.
Hendrix, Oklahoma
Hendrix, Oklahoma is a small unincorporated community and census-designated place located in Bryan County in southern 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d48f1908190918551c794f98fe3 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63486d1b881908d94218d2c391123 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f637575a9c8190b677b59e9739af49 |
completed | May 2, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6380223d08190959e524ad146d0e0 |
completed | May 2, 2026, 5:44 p.m. |
Created at: April 8, 2026, 9:55 p.m.