Triple
T497782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | eastern Oklahoma |
E10332
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Fort Smith metropolitan area (Oklahoma portion)
The Fort Smith metropolitan area (Oklahoma portion) is the segment of the bi-state Fort Smith, Arkansas–Oklahoma metro region that encompasses the communities and counties located in eastern Oklahoma.
|
E61980
|
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: Fort Smith metropolitan area (Oklahoma portion) | Statement: [eastern Oklahoma, hasMajorCity, Fort Smith metropolitan area (Oklahoma portion)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Smith metropolitan area (Oklahoma portion) Context triple: [eastern Oklahoma, hasMajorCity, Fort Smith metropolitan area (Oklahoma portion)]
-
A.
Joplin, Missouri metropolitan area
The Joplin, Missouri metropolitan area is a regional urban and economic hub in southwestern Missouri and neighboring parts of Kansas, centered on the city of Joplin and its surrounding communities.
-
B.
Lawton
Lawton is a mid-sized city in southwestern Oklahoma known as a regional economic and cultural center near Fort Sill and the Wichita Mountains.
-
C.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
D.
Tulsa, Oklahoma, United States
Tulsa is a major city in northeastern Oklahoma known for its historic oil industry, distinctive Art Deco architecture, and role as a cultural and economic hub of the region.
-
E.
Sherman, Texas metropolitan area
The Sherman, Texas metropolitan area is a small North Texas metro region centered on the city of Sherman and its neighboring communities, including Denison, forming part of the broader Texoma area near the Oklahoma border.
- 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: Fort Smith metropolitan area (Oklahoma portion) Triple: [eastern Oklahoma, hasMajorCity, Fort Smith metropolitan area (Oklahoma portion)]
Generated description
The Fort Smith metropolitan area (Oklahoma portion) is the segment of the bi-state Fort Smith, Arkansas–Oklahoma metro region that encompasses the communities and counties located in eastern Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Smith metropolitan area (Oklahoma portion) Target entity description: The Fort Smith metropolitan area (Oklahoma portion) is the segment of the bi-state Fort Smith, Arkansas–Oklahoma metro region that encompasses the communities and counties located in eastern Oklahoma.
-
A.
Joplin, Missouri metropolitan area
The Joplin, Missouri metropolitan area is a regional urban and economic hub in southwestern Missouri and neighboring parts of Kansas, centered on the city of Joplin and its surrounding communities.
-
B.
Lawton
Lawton is a mid-sized city in southwestern Oklahoma known as a regional economic and cultural center near Fort Sill and the Wichita Mountains.
-
C.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
D.
Tulsa, Oklahoma, United States
Tulsa is a major city in northeastern Oklahoma known for its historic oil industry, distinctive Art Deco architecture, and role as a cultural and economic hub of the region.
-
E.
Sherman, Texas metropolitan area
The Sherman, Texas metropolitan area is a small North Texas metro region centered on the city of Sherman and its neighboring communities, including Denison, forming part of the broader Texoma area near the Oklahoma border.
- 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_69a2e847df8481909239ec08ccf1e376 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1183e988190bce70932a9678134 |
completed | Feb. 28, 2026, 1:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a481efc3a881909575c5981e13a16b |
completed | March 1, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69a48352d91481909fb2119752595927 |
completed | March 1, 2026, 6:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a483bb51c48190a0c2d9a3198e0ae2 |
completed | March 1, 2026, 6:21 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.