Triple
T16535189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Butler County, Iowa |
E401672
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Shell Rock, Iowa
Shell Rock, Iowa is a small city in north-central Iowa situated along the Shell Rock River, known for its rural community character and historic downtown.
|
E1217719
|
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: Shell Rock, Iowa | Statement: [Butler County, Iowa, hasCity, Shell Rock, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shell Rock, Iowa Context triple: [Butler County, Iowa, hasCity, Shell Rock, Iowa]
-
A.
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.
-
B.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
C.
Sherrill, Iowa
Sherrill, Iowa is a small rural town in northeastern Iowa known for its historic German heritage and scenic location along the Mississippi River bluffs.
-
D.
Mount Pleasant, Iowa
Mount Pleasant, Iowa is a small city in southeastern Iowa known as the county seat of Henry County and home to Iowa Wesleyan University and the annual Midwest Old Threshers Reunion.
-
E.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls 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: Shell Rock, Iowa Triple: [Butler County, Iowa, hasCity, Shell Rock, Iowa]
Generated description
Shell Rock, Iowa is a small city in north-central Iowa situated along the Shell Rock River, known for its rural community character and historic downtown.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shell Rock, Iowa Target entity description: Shell Rock, Iowa is a small city in north-central Iowa situated along the Shell Rock River, known for its rural community character and historic downtown.
-
A.
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.
-
B.
Havelock, Iowa
Havelock, Iowa is a small rural city in Pocahontas County in northwestern Iowa.
-
C.
Sherrill, Iowa
Sherrill, Iowa is a small rural town in northeastern Iowa known for its historic German heritage and scenic location along the Mississippi River bluffs.
-
D.
Mount Pleasant, Iowa
Mount Pleasant, Iowa is a small city in southeastern Iowa known as the county seat of Henry County and home to Iowa Wesleyan University and the annual Midwest Old Threshers Reunion.
-
E.
Hudson, Iowa
Hudson, Iowa is a small city in northeastern Iowa that functions as a suburban community within the Waterloo–Cedar Falls 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e345574d88819094548367bf983078 |
completed | April 18, 2026, 8:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006093244081909ae74674de966d6d |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a00615d3edc81909f0eb3e6210d00ee |
completed | May 10, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0062128a388190beb52fa173ed7826 |
completed | May 10, 2026, 10:46 a.m. |
Created at: April 10, 2026, 5:15 a.m.