Triple
T1522931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-28 (Michigan highway) |
E32269
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Ontonagon County, Michigan
Ontonagon County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and outdoor recreation areas including parts of the Porcupine Mountains.
|
E251404
|
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: Ontonagon County, Michigan | Statement: [M-28 (Michigan highway), regionServed, Ontonagon County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ontonagon County, Michigan Context triple: [M-28 (Michigan highway), regionServed, Ontonagon County, Michigan]
-
A.
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.
-
B.
Otsego County, Michigan
Otsego County, Michigan is a county in the northern Lower Peninsula of Michigan known for its outdoor recreation, forests, and the city of Gaylord as its county seat.
-
C.
Gogebic County, Michigan
Gogebic County, Michigan is a sparsely populated county in the western Upper Peninsula known for its forests, lakes, and outdoor recreation near the Wisconsin border.
-
D.
Newaygo County, Michigan
Newaygo County, Michigan is a largely rural county in western Michigan known for its forests, rivers, and outdoor recreation opportunities.
-
E.
Cheboygan County, Michigan
Cheboygan County, Michigan is a rural county in the northern Lower Peninsula known for its Great Lakes shoreline, tourism, and gateway access to the Mackinac Bridge and Mackinac Island.
- 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: Ontonagon County, Michigan Triple: [M-28 (Michigan highway), regionServed, Ontonagon County, Michigan]
Generated description
Ontonagon County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and outdoor recreation areas including parts of the Porcupine Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ontonagon County, Michigan Target entity description: Ontonagon County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and outdoor recreation areas including parts of the Porcupine Mountains.
-
A.
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.
-
B.
Otsego County, Michigan
Otsego County, Michigan is a county in the northern Lower Peninsula of Michigan known for its outdoor recreation, forests, and the city of Gaylord as its county seat.
-
C.
Gogebic County, Michigan
Gogebic County, Michigan is a sparsely populated county in the western Upper Peninsula known for its forests, lakes, and outdoor recreation near the Wisconsin border.
-
D.
Newaygo County, Michigan
Newaygo County, Michigan is a largely rural county in western Michigan known for its forests, rivers, and outdoor recreation opportunities.
-
E.
Cheboygan County, Michigan
Cheboygan County, Michigan is a rural county in the northern Lower Peninsula known for its Great Lakes shoreline, tourism, and gateway access to the Mackinac Bridge and Mackinac Island.
- 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90800433c8190b23ae2860493a16e |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7198b4948190bd37e4c27f74c817 |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae728e46608190b4192519c705bc32 |
completed | March 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72ff572081909b7c4aebb9e26180 |
completed | March 9, 2026, 7:13 a.m. |
Created at: March 4, 2026, 7:26 p.m.