Triple
T2689170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vinton, Iowa |
E57557
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Benton County, Iowa |
E324186
|
NE FINISHED |
How this triple was built (2 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: [Vinton, Iowa, locatedIn, Benton County, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton County, Iowa Context triple: [Vinton, Iowa, locatedIn, Benton County, Iowa]
-
A.
Benton County, Iowa
chosen
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.
-
B.
Butler County, Iowa
Butler County, Iowa is a rural county in north-central Iowa known for its agricultural economy, small communities, and county seat of Allison.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f380d48190953529d23688a328 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cad46d4081908f685d961d100d42 |
completed | March 27, 2026, 6:22 p.m. |
Created at: March 6, 2026, 9:54 p.m.