Triple
T21657429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Iowa |
E534502
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object | U.S. Route 34 in Iowa |
—
|
NE NERFINISHED |
How this triple was built (3 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. Route 34 in Iowa | Statement: [U.S. Highways in Iowa, hasRoute, U.S. Route 34 in Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 34 in Iowa Context triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 34 in Iowa]
-
A.
U.S. Route 30 in Iowa
U.S. Route 30 in Iowa is a major east–west highway crossing the state and serving as an important regional transportation corridor connecting numerous cities and rural communities.
-
B.
U.S. Route 69 in Iowa
U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
-
C.
U.S. Route 34 in Illinois
U.S. Route 34 in Illinois is a major east–west highway that connects rural western parts of the state with the Chicago metropolitan area, serving as an important regional transportation corridor.
-
D.
U.S. Route 59 in Iowa
U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
-
E.
U.S. Route 6 in Iowa
U.S. Route 6 in Iowa is a major east–west highway that traverses the state, connecting numerous cities and towns while paralleling Interstate 80 for much of its length.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 34 in Iowa Target entity description: U.S. Route 34 in Iowa is an east–west federal highway that crosses the southern part of the state, connecting rural communities with larger regional centers and neighboring states.
-
A.
U.S. Route 30 in Iowa
U.S. Route 30 in Iowa is a major east–west highway crossing the state and serving as an important regional transportation corridor connecting numerous cities and rural communities.
-
B.
U.S. Route 69 in Iowa
U.S. Route 69 in Iowa is a north–south U.S. Highway that traverses the state, connecting rural communities and regional centers as part of the national highway system.
-
C.
U.S. Route 34 in Illinois
U.S. Route 34 in Illinois is a major east–west highway that connects rural western parts of the state with the Chicago metropolitan area, serving as an important regional transportation corridor.
-
D.
U.S. Route 59 in Iowa
U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
-
E.
U.S. Route 6 in Iowa
U.S. Route 6 in Iowa is a major east–west highway that traverses the state, connecting numerous cities and towns while paralleling Interstate 80 for much of its length.
- F. None of above. chosen
Provenance (2 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_69e0c467e1f48190af2650b19175abc4 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5919c9c88190a2ddcf2cefee79a5 |
completed | April 27, 2026, 12:39 p.m. |
Created at: April 16, 2026, 6:36 p.m.