Triple
T13957110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shiawassee River |
E335692
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Durand, Michigan |
—
|
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: Durand, Michigan | Statement: [Shiawassee River, flowsThrough, Durand, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durand, Michigan Context triple: [Shiawassee River, flowsThrough, Durand, Michigan]
-
A.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
B.
Douglas, Michigan
Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
-
C.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
D.
Bridgman, Michigan
Bridgman, Michigan is a small lakeside city in southwestern Michigan known for its proximity to Lake Michigan beaches and Warren Dunes State Park.
-
E.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
- 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: Durand, Michigan Target entity description: Durand, Michigan is a small city in Shiawassee County known historically as a railroad hub and situated along the Shiawassee River in the central part of the state.
-
A.
Hesperia, Michigan
Hesperia, Michigan is a small village in western Michigan known for its rural character, outdoor recreation opportunities, and location near the White River.
-
B.
Douglas, Michigan
Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
-
C.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
D.
Bridgman, Michigan
Bridgman, Michigan is a small lakeside city in southwestern Michigan known for its proximity to Lake Michigan beaches and Warren Dunes State Park.
-
E.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
- 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_69d81c61f3508190aaf2ca0dc0002c59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e7a34f08190aa0d88b66154f268 |
completed | April 14, 2026, 12:09 p.m. |
Created at: April 9, 2026, 10:17 p.m.