Triple
T2107309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muscatine County, Iowa |
E42423
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Wilton, Iowa
Wilton, Iowa is a small Midwestern city known for its historic downtown and location along the former route of the Rock Island Railroad.
|
E252016
|
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: Wilton, Iowa | Statement: [Muscatine County, Iowa, hasCity, Wilton, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilton, Iowa Context triple: [Muscatine County, Iowa, hasCity, Wilton, Iowa]
-
A.
Williamsburg, Iowa
Williamsburg, Iowa is a small city in eastern Iowa known for its rural community character and proximity to the Tanger Outlet Center shopping area.
-
B.
Walnut, Iowa
Walnut, Iowa is a small rural city in western Iowa known for its antique shops and historic downtown district.
-
C.
Wiota, Iowa
Wiota, Iowa is a small rural city located in Cass County in the southwestern part of the state.
-
D.
Norwalk, Iowa
Norwalk, Iowa is a small suburban city in Warren County that forms part of the Des Moines metropolitan area in central Iowa.
-
E.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
- 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: Wilton, Iowa Triple: [Muscatine County, Iowa, hasCity, Wilton, Iowa]
Generated description
Wilton, Iowa is a small Midwestern city known for its historic downtown and location along the former route of the Rock Island Railroad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wilton, Iowa Target entity description: Wilton, Iowa is a small Midwestern city known for its historic downtown and location along the former route of the Rock Island Railroad.
-
A.
Williamsburg, Iowa
Williamsburg, Iowa is a small city in eastern Iowa known for its rural community character and proximity to the Tanger Outlet Center shopping area.
-
B.
Walnut, Iowa
Walnut, Iowa is a small rural city in western Iowa known for its antique shops and historic downtown district.
-
C.
Wiota, Iowa
Wiota, Iowa is a small rural city located in Cass County in the southwestern part of the state.
-
D.
Norwalk, Iowa
Norwalk, Iowa is a small suburban city in Warren County that forms part of the Des Moines metropolitan area in central Iowa.
-
E.
Mineola, Iowa
Mineola, Iowa is a small unincorporated rural community located in southwestern Iowa.
- 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_69a8871040f08190aac2e2d0ab6b47ad |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abbadf12b88190acc513d8512777b2 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7eee9bd88190a46e34030939a568 |
completed | March 9, 2026, 8:03 a.m. |
| NEDg | Description generation | batch_69ae7f90d3a88190bf61c6f063b67c06 |
completed | March 9, 2026, 8:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae800868948190a5504969c4cabb7d |
completed | March 9, 2026, 8:08 a.m. |
Created at: March 4, 2026, 7:43 p.m.