Triple
T3451994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephens County, Oklahoma |
E72812
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Loco, Oklahoma
Loco, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
|
E370046
|
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: Loco, Oklahoma | Statement: [Stephens County, Oklahoma, contains, Loco, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loco, Oklahoma Context triple: [Stephens County, Oklahoma, contains, Loco, Oklahoma]
-
A.
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.
-
B.
Roland, Oklahoma
Roland, Oklahoma is a small town in Sequoyah County located just west of Fort Smith, Arkansas, serving as a suburban community within the regional cross-state urban area.
-
C.
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.
-
D.
Comanche, Oklahoma
Comanche, Oklahoma is a small city in southern Oklahoma known for its agricultural roots and close-knit rural community.
-
E.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
- 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: Loco, Oklahoma Triple: [Stephens County, Oklahoma, contains, Loco, Oklahoma]
Generated description
Loco, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loco, Oklahoma Target entity description: Loco, Oklahoma is a small rural town located in Stephens County in the southern part of the state.
-
A.
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.
-
B.
Roland, Oklahoma
Roland, Oklahoma is a small town in Sequoyah County located just west of Fort Smith, Arkansas, serving as a suburban community within the regional cross-state urban area.
-
C.
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.
-
D.
Comanche, Oklahoma
Comanche, Oklahoma is a small city in southern Oklahoma known for its agricultural roots and close-knit rural community.
-
E.
Ada, Oklahoma
Ada, Oklahoma is a small city in south-central Oklahoma that serves as a regional economic and cultural hub and is notably home to the headquarters of the Chickasaw Nation.
- 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_69b3bb767b34819099b6f1cc4cae20a9 |
completed | March 13, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69b3bc6f8a048190950391e3cf83526e |
completed | March 13, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f85e7a14819097ed09877b040ad9 |
completed | March 13, 2026, 11:43 a.m. |
Created at: March 8, 2026, 3:16 p.m.