Triple
T13572036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton County, Iowa |
E324186
|
entity |
| Predicate | roadNetworkIncludes |
P3374
|
FINISHED |
| Object | U.S. Highway 218 |
E203159
|
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: U.S. Highway 218 | Statement: [Benton County, Iowa, roadNetworkIncludes, U.S. Highway 218]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Highway 218 Context triple: [Benton County, Iowa, roadNetworkIncludes, U.S. Highway 218]
-
A.
U.S. Route 218
chosen
U.S. Route 218 is a major north–south U.S. Highway in the Midwestern United States that runs through Iowa and Minnesota, connecting numerous cities and serving as an important regional transportation corridor.
-
B.
U.S. Highway 53
U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
-
C.
Wisconsin Highway 23
Wisconsin Highway 23 is a major east–west state highway in Wisconsin that connects numerous communities across the central part of the state.
-
D.
Wisconsin Highway 22
Wisconsin Highway 22 is a state highway in Wisconsin that runs north–south through central and northeastern parts of the state, connecting numerous small communities and serving as a key regional route.
-
E.
Wisconsin Highway 64
Wisconsin Highway 64 is an east–west state highway in Wisconsin that runs across the northern part of the state, connecting communities from the Minnesota border to the Lake Michigan area.
- 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_69d80769100c819099111274614f5ed2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0106cb48190b20eb9bda131a68a |
completed | April 12, 2026, 2:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf0513f88190b2405ffc32f1e9c7 |
completed | May 10, 2026, 12:19 a.m. |
Created at: April 9, 2026, 9:48 p.m.