Triple
T1847791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linn County, Iowa |
E41323
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Benton County, Iowa
Benton County, Iowa is a predominantly rural county in eastern Iowa known for its agricultural landscape and small communities, with Vinton serving as its county seat.
|
E324186
|
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: Benton County, Iowa | Statement: [Linn County, Iowa, borderedBy, Benton County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton County, Iowa Context triple: [Linn County, Iowa, borderedBy, Benton County, Iowa]
-
A.
Dickinson County, Iowa
Dickinson County, Iowa is a county in the northwestern part of the state known for its Iowa Great Lakes region, including popular vacation destination Spirit Lake and the city of Okoboji.
-
B.
Washington County, Iowa
Washington County, Iowa is a predominantly rural county in southeastern Iowa known for its agricultural economy and small communities such as its county seat, Washington.
-
C.
Des Moines County, Iowa
Des Moines County, Iowa is a county in southeastern Iowa along the Mississippi River, best known for its county seat and largest city, Burlington.
-
D.
Marion County, Iowa
Marion County, Iowa is a county in south-central Iowa known for its Dutch heritage in the city of Pella and its mix of agricultural and small-town communities.
-
E.
Warren County, Iowa
Warren County, Iowa is a county in south-central Iowa, known for its seat in Indianola and its mix of suburban communities and rural farmland just south of the Des Moines 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: Benton County, Iowa Triple: [Linn County, Iowa, borderedBy, Benton County, Iowa]
Generated description
Benton County, Iowa is a predominantly rural county in eastern Iowa known for its agricultural landscape and small communities, with Vinton serving as its county seat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton County, Iowa Target entity description: Benton County, Iowa is a predominantly rural county in eastern Iowa known for its agricultural landscape and small communities, with Vinton serving as its county seat.
-
A.
Dickinson County, Iowa
Dickinson County, Iowa is a county in the northwestern part of the state known for its Iowa Great Lakes region, including popular vacation destination Spirit Lake and the city of Okoboji.
-
B.
Washington County, Iowa
Washington County, Iowa is a predominantly rural county in southeastern Iowa known for its agricultural economy and small communities such as its county seat, Washington.
-
C.
Des Moines County, Iowa
Des Moines County, Iowa is a county in southeastern Iowa along the Mississippi River, best known for its county seat and largest city, Burlington.
-
D.
Marion County, Iowa
Marion County, Iowa is a county in south-central Iowa known for its Dutch heritage in the city of Pella and its mix of agricultural and small-town communities.
-
E.
Warren County, Iowa
Warren County, Iowa is a county in south-central Iowa, known for its seat in Indianola and its mix of suburban communities and rural farmland just south of the Des Moines 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb05412a08190855ea453d1264ea3 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1f84148a08190a514fb15d550a550 |
completed | March 11, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69b1f8d3ff288190bd79bfc99d06c3ca |
completed | March 11, 2026, 11:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f94b3e3c8190b8ce0531a7c54902 |
completed | March 11, 2026, 11:22 p.m. |
Created at: March 4, 2026, 7:33 p.m.