Triple
T3451993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephens County, Oklahoma |
E72812
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Empire City, Oklahoma
Empire City is a small town in Stephens County in southern Oklahoma, known for its rural character and close-knit community.
|
E358414
|
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: Empire City, Oklahoma | Statement: [Stephens County, Oklahoma, contains, Empire City, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Empire City, Oklahoma Context triple: [Stephens County, Oklahoma, contains, Empire City, Oklahoma]
-
A.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
B.
Muskogee, Oklahoma
Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
-
C.
Kaw City, Oklahoma
Kaw City, Oklahoma is a small town in north-central Oklahoma that serves as the governmental headquarters of the Kaw Nation.
-
D.
Madill, Oklahoma
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
E.
Fairview, Oklahoma
Fairview, Oklahoma is a small city that serves as the county seat of Major County in northwestern Oklahoma, known for its agricultural economy and proximity to the Gloss Mountains.
- 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: Empire City, Oklahoma Triple: [Stephens County, Oklahoma, contains, Empire City, Oklahoma]
Generated description
Empire City is a small town in Stephens County in southern Oklahoma, known for its rural character and close-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Empire City, Oklahoma Target entity description: Empire City is a small town in Stephens County in southern Oklahoma, known for its rural character and close-knit community.
-
A.
Kingston, Oklahoma
Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
-
B.
Muskogee, Oklahoma
Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
-
C.
Kaw City, Oklahoma
Kaw City, Oklahoma is a small town in north-central Oklahoma that serves as the governmental headquarters of the Kaw Nation.
-
D.
Madill, Oklahoma
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
E.
Fairview, Oklahoma
Fairview, Oklahoma is a small city that serves as the county seat of Major County in northwestern Oklahoma, known for its agricultural economy and proximity to the Gloss Mountains.
- 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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbaa2f5ec81909ced93c01e8fe38b |
completed | March 8, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360ef69308190a11f37ddbf3bbc7b |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b361958fd88190bd4a8d9837af6610 |
completed | March 13, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b362310884819082a59ab92fe05fdd |
completed | March 13, 2026, 1:02 a.m. |
Created at: March 8, 2026, 3:16 p.m.