Triple
T605124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sleeping Bear Dunes National Lakeshore |
E11577
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Benzie County, Michigan
Benzie County, Michigan is a rural county in the northwestern Lower Peninsula known for its Lake Michigan shoreline, outdoor recreation, and proximity to the scenic Sleeping Bear Dunes National Lakeshore.
|
E76888
|
NE FINISHED |
How this triple was built (4 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: Benzie County, Michigan | Statement: [Sleeping Bear Dunes National Lakeshore, county, Benzie County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benzie County, Michigan Context triple: [Sleeping Bear Dunes National Lakeshore, county, Benzie County, Michigan]
-
A.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
-
B.
Houghton County, Michigan
Houghton County, Michigan is a rural county in the Keweenaw Peninsula region of Michigan known for its historic copper mining heritage, Lake Superior shoreline, and home to Michigan Technological University in the city of Houghton.
-
C.
Bay County, Michigan
Bay County, Michigan is a county in the east-central part of Michigan’s Lower Peninsula, known for its location along Saginaw Bay of Lake Huron and its county seat, Bay City.
-
D.
Muskegon County, Michigan
Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
-
E.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Benzie County, Michigan Triple: [Sleeping Bear Dunes National Lakeshore, county, Benzie County, Michigan]
Generated description
Benzie County, Michigan is a rural county in the northwestern Lower Peninsula known for its Lake Michigan shoreline, outdoor recreation, and proximity to the scenic Sleeping Bear Dunes National Lakeshore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benzie County, Michigan Target entity description: Benzie County, Michigan is a rural county in the northwestern Lower Peninsula known for its Lake Michigan shoreline, outdoor recreation, and proximity to the scenic Sleeping Bear Dunes National Lakeshore.
-
A.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
-
B.
Houghton County, Michigan
Houghton County, Michigan is a rural county in the Keweenaw Peninsula region of Michigan known for its historic copper mining heritage, Lake Superior shoreline, and home to Michigan Technological University in the city of Houghton.
-
C.
Bay County, Michigan
Bay County, Michigan is a county in the east-central part of Michigan’s Lower Peninsula, known for its location along Saginaw Bay of Lake Huron and its county seat, Bay City.
-
D.
Muskegon County, Michigan
Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
-
E.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
- F. None of above. chosen
Provenance (5 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49dc7d88c81909fe493ac57fd784e |
completed | March 1, 2026, 8:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a55546c93081909bf2fdd0144ae327 |
completed | March 2, 2026, 9:15 a.m. |
| NEDg | Description generation | batch_69a555f4117481908b3af9d2ff2b79be |
completed | March 2, 2026, 9:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a55681af748190a295f60be4a8ff8f |
completed | March 2, 2026, 9:21 a.m. |
Created at: March 1, 2026, 7:35 p.m.