Triple
T12219084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vinton-Shellsburg Community School District |
E291162
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object |
Shellsburg, Iowa
Shellsburg, Iowa is a small city in Benton County that forms part of the Cedar Rapids metropolitan area and is served locally by the Vinton-Shellsburg Community School District.
|
E969560
|
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: Shellsburg, Iowa | Statement: [Vinton-Shellsburg Community School District, servesCommunity, Shellsburg, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shellsburg, Iowa Context triple: [Vinton-Shellsburg Community School District, servesCommunity, Shellsburg, Iowa]
-
A.
Shelby, Iowa
Shelby, Iowa is a small rural city in western Iowa known for its agricultural community and location along Interstate 80.
-
B.
Sibley, Iowa
Sibley, Iowa is a small city in northwestern Iowa that serves as the administrative and commercial hub of Osceola County.
-
C.
Sheldon, Iowa
Sheldon, Iowa is a small northwestern Iowa city that serves as a regional hub for commerce, education, and transportation in O'Brien County and the surrounding area.
-
D.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
-
E.
Jesup, Iowa
Jesup, Iowa is a small rural city in northeastern Iowa known for its close-knit community and location spanning Black Hawk and Buchanan counties.
- 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: Shellsburg, Iowa Triple: [Vinton-Shellsburg Community School District, servesCommunity, Shellsburg, Iowa]
Generated description
Shellsburg, Iowa is a small city in Benton County that forms part of the Cedar Rapids metropolitan area and is served locally by the Vinton-Shellsburg Community School District.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shellsburg, Iowa Target entity description: Shellsburg, Iowa is a small city in Benton County that forms part of the Cedar Rapids metropolitan area and is served locally by the Vinton-Shellsburg Community School District.
-
A.
Shelby, Iowa
Shelby, Iowa is a small rural city in western Iowa known for its agricultural community and location along Interstate 80.
-
B.
Sibley, Iowa
Sibley, Iowa is a small city in northwestern Iowa that serves as the administrative and commercial hub of Osceola County.
-
C.
Sheldon, Iowa
Sheldon, Iowa is a small northwestern Iowa city that serves as a regional hub for commerce, education, and transportation in O'Brien County and the surrounding area.
-
D.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
-
E.
Jesup, Iowa
Jesup, Iowa is a small rural city in northeastern Iowa known for its close-knit community and location spanning Black Hawk and Buchanan counties.
- 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c951f5881908db6edfda1153d6f |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aa4f4388190a787dde12190c51a |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdca250819090b4b4cc84d343f4 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60cd51d34819099927fee476958ea |
completed | May 2, 2026, 2:40 p.m. |
Created at: April 8, 2026, 9:51 p.m.