Triple
T14573360
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calhoun County, Michigan |
E341974
|
entity |
| Predicate | containsU.S.Highway |
P385
|
FINISHED |
| Object | Business Loop I-94 (Battle Creek–Marshall) |
E992639
|
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: Business Loop I-94 (Battle Creek–Marshall) | Statement: [Calhoun County, Michigan, containsU.S.Highway, Business Loop I-94 (Battle Creek–Marshall)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Loop I-94 (Battle Creek–Marshall) Context triple: [Calhoun County, Michigan, containsU.S.Highway, Business Loop I-94 (Battle Creek–Marshall)]
-
A.
Business Loop I-94 (Battle Creek, Michigan)
chosen
Business Loop I-94 (Battle Creek, Michigan) is a business route of Interstate 94 that serves as a local connector through the Battle Creek area, providing access to the city’s commercial districts and intersecting several state highways.
-
B.
I-194 (Michigan)
I-194 (Michigan) is a short auxiliary Interstate highway in Battle Creek that connects downtown with I-94.
-
C.
I-794 (Wisconsin)
I-794 (Wisconsin) is an auxiliary Interstate highway in Milwaukee that connects downtown to the Lake Freeway and the Lake Michigan lakefront.
-
D.
I-96
I-96 is a major east–west Interstate Highway in Michigan that connects Detroit with Grand Rapids and other key cities across the state.
-
E.
US Highway 41 at Copper Harbor
US Highway 41 at Copper Harbor is the scenic northern endpoint of U.S. Route 41 on Michigan’s Keweenaw Peninsula, overlooking Lake Superior.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f33b1c8190bb447788bfd28d51 |
completed | April 14, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8aca591081908db149ec517a999b |
completed | May 8, 2026, 7:03 a.m. |
Created at: April 10, 2026, 1:24 a.m.