Triple
T3451989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephens County, Oklahoma |
E72812
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Marlow, Oklahoma
Marlow, Oklahoma is a small city in southern Oklahoma known for its historic Chisholm Trail heritage and agricultural roots.
|
E358412
|
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: Marlow, Oklahoma | Statement: [Stephens County, Oklahoma, contains, Marlow, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlow, Oklahoma Context triple: [Stephens County, Oklahoma, contains, Marlow, Oklahoma]
-
A.
Arkoma, Oklahoma
Arkoma, Oklahoma is a small town in Le Flore County that functions as a residential community adjacent to Fort Smith, Arkansas, within the Fort Smith metropolitan area.
-
B.
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.
-
C.
Oologah, Oklahoma
Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
-
D.
Noble, Oklahoma
Noble, Oklahoma is a small city in Cleveland County known as the "Rose Rock Capital of the World" for its abundant barite rose rock formations.
-
E.
Muldrow, Oklahoma
Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
- 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: Marlow, Oklahoma Triple: [Stephens County, Oklahoma, contains, Marlow, Oklahoma]
Generated description
Marlow, Oklahoma is a small city in southern Oklahoma known for its historic Chisholm Trail heritage and agricultural roots.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlow, Oklahoma Target entity description: Marlow, Oklahoma is a small city in southern Oklahoma known for its historic Chisholm Trail heritage and agricultural roots.
-
A.
Arkoma, Oklahoma
Arkoma, Oklahoma is a small town in Le Flore County that functions as a residential community adjacent to Fort Smith, Arkansas, within the Fort Smith metropolitan area.
-
B.
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.
-
C.
Oologah, Oklahoma
Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
-
D.
Noble, Oklahoma
Noble, Oklahoma is a small city in Cleveland County known as the "Rose Rock Capital of the World" for its abundant barite rose rock formations.
-
E.
Muldrow, Oklahoma
Muldrow, Oklahoma is a small town in Sequoyah County that forms part of the Oklahoma portion of the Fort Smith metropolitan area.
- 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.