Triple
T1859085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwestern Oklahoma |
E41772
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Buffalo, Oklahoma
Buffalo, Oklahoma is a small rural town that serves as the county seat of Harper County in northwestern Oklahoma.
|
E213011
|
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: Buffalo, Oklahoma | Statement: [Northwestern Oklahoma, contains, Buffalo, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buffalo, Oklahoma Context triple: [Northwestern Oklahoma, contains, Buffalo, Oklahoma]
-
A.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
B.
Bartlesville
Bartlesville is a small city in northeastern Oklahoma known for its oil industry heritage and distinctive architecture, including Frank Lloyd Wright’s Price Tower.
-
C.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
D.
Ruby, Oklahoma
Ruby, Oklahoma is the fictional all-Black town in Toni Morrison’s novel "Paradise," serving as the central setting where the story’s complex social, historical, and spiritual conflicts unfold.
-
E.
Arnett, Oklahoma
Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural 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: Buffalo, Oklahoma Triple: [Northwestern Oklahoma, contains, Buffalo, Oklahoma]
Generated description
Buffalo, Oklahoma is a small rural town that serves as the county seat of Harper County in northwestern Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buffalo, Oklahoma Target entity description: Buffalo, Oklahoma is a small rural town that serves as the county seat of Harper County in northwestern Oklahoma.
-
A.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
B.
Bartlesville
Bartlesville is a small city in northeastern Oklahoma known for its oil industry heritage and distinctive architecture, including Frank Lloyd Wright’s Price Tower.
-
C.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
D.
Ruby, Oklahoma
Ruby, Oklahoma is the fictional all-Black town in Toni Morrison’s novel "Paradise," serving as the central setting where the story’s complex social, historical, and spiritual conflicts unfold.
-
E.
Arnett, Oklahoma
Arnett, Oklahoma is a small town in western Oklahoma that serves as the administrative and commercial hub of rural 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_69a8864a83848190a4ec02721306c511 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0829f1481908d2b389d20827417 |
completed | March 7, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaddc9188190bd49d6605fd0e812 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adeb5118608190be99a12b7f6b97c5 |
completed | March 8, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec25a87081908f098df81de6eafb |
completed | March 8, 2026, 9:37 p.m. |
Created at: March 4, 2026, 7:33 p.m.