Triple
T21657443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Iowa |
E534502
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object | U.S. Route 136 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 136 in Iowa | Statement: [U.S. Highways in Iowa, hasRoute, U.S. Route 136 in Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 136 in Iowa Context triple: [U.S. Highways in Iowa, hasRoute, U.S. Route 136 in Iowa]
-
A.
U.S. Route 169 in Iowa
U.S. Route 169 in Iowa is a north–south United States highway that traverses the state, connecting rural communities with larger regional routes as part of the national U.S. Highway System.
-
B.
U.S. Route 151 in Iowa
U.S. Route 151 in Iowa is a major north–south highway that connects cities such as Cedar Rapids and Dubuque, serving as an important regional corridor for travel and commerce.
-
C.
U.S. Route 63 in Iowa
U.S. Route 63 in Iowa is a north–south United States highway that traverses the state, connecting several rural communities and regional centers as part of the broader U.S. Route 63 corridor.
-
D.
U.S. Route 18 in Iowa
U.S. Route 18 in Iowa is an east–west federal highway that crosses the northern part of the state, connecting rural communities and regional centers to neighboring states.
-
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 136 in Iowa Target entity description: U.S. Route 136 in Iowa is a short east–west U.S. Highway segment that crosses the southeastern part of the state, connecting Missouri to Illinois via the Mississippi River.
-
A.
U.S. Route 169 in Iowa
U.S. Route 169 in Iowa is a north–south United States highway that traverses the state, connecting rural communities with larger regional routes as part of the national U.S. Highway System.
-
B.
U.S. Route 151 in Iowa
U.S. Route 151 in Iowa is a major north–south highway that connects cities such as Cedar Rapids and Dubuque, serving as an important regional corridor for travel and commerce.
-
C.
U.S. Route 63 in Iowa
U.S. Route 63 in Iowa is a north–south United States highway that traverses the state, connecting several rural communities and regional centers as part of the broader U.S. Route 63 corridor.
-
D.
U.S. Route 18 in Iowa
U.S. Route 18 in Iowa is an east–west federal highway that crosses the northern part of the state, connecting rural communities and regional centers to neighboring states.
-
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.