Triple
T7841371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hiawatha National Forest |
E181810
|
entity |
| Predicate | hasRangerDistrictOfficeIn |
P49602
|
FINISHED |
| Object |
Rapid River, Michigan
Rapid River, Michigan is a small unincorporated community in Delta County known as a gateway to outdoor recreation in Michigan’s Upper Peninsula, including access to the Hiawatha National Forest.
|
E696197
|
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: Rapid River, Michigan | Statement: [Hiawatha National Forest, hasRangerDistrictOfficeIn, Rapid River, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rapid River, Michigan Context triple: [Hiawatha National Forest, hasRangerDistrictOfficeIn, Rapid River, Michigan]
-
A.
White River (Michigan)
White River (Michigan) is a river in western Michigan that flows through forested and rural areas before emptying into Lake Michigan near the town of Whitehall.
-
B.
Wequetonsing, Michigan
Wequetonsing, Michigan is a small historic summer resort community on the shore of Little Traverse Bay in Emmet County in the northern Lower Peninsula of Michigan.
-
C.
Eagle River, Michigan
Eagle River, Michigan is a small unincorporated community on the shores of Lake Superior in Michigan’s Upper Peninsula, historically known for its copper mining heritage.
-
D.
Overisel, Michigan
Overisel, Michigan is a small unincorporated community in Allegan County known for its rural character and Dutch-American heritage.
-
E.
Mattawa
Mattawa is a small town in northeastern Ontario, Canada, located at the confluence of the Mattawa and Ottawa Rivers and known historically as a key fur trade and logging route.
- 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: Rapid River, Michigan Triple: [Hiawatha National Forest, hasRangerDistrictOfficeIn, Rapid River, Michigan]
Generated description
Rapid River, Michigan is a small unincorporated community in Delta County known as a gateway to outdoor recreation in Michigan’s Upper Peninsula, including access to the Hiawatha National Forest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rapid River, Michigan Target entity description: Rapid River, Michigan is a small unincorporated community in Delta County known as a gateway to outdoor recreation in Michigan’s Upper Peninsula, including access to the Hiawatha National Forest.
-
A.
White River (Michigan)
White River (Michigan) is a river in western Michigan that flows through forested and rural areas before emptying into Lake Michigan near the town of Whitehall.
-
B.
Wequetonsing, Michigan
Wequetonsing, Michigan is a small historic summer resort community on the shore of Little Traverse Bay in Emmet County in the northern Lower Peninsula of Michigan.
-
C.
Eagle River, Michigan
Eagle River, Michigan is a small unincorporated community on the shores of Lake Superior in Michigan’s Upper Peninsula, historically known for its copper mining heritage.
-
D.
Overisel, Michigan
Overisel, Michigan is a small unincorporated community in Allegan County known for its rural character and Dutch-American heritage.
-
E.
Mattawa
Mattawa is a small town in northeastern Ontario, Canada, located at the confluence of the Mattawa and Ottawa Rivers and known historically as a key fur trade and logging route.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c6cbe48190b73df491de1004c3 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5ad44ff081908954395aef6ac78b |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb765db28881909ac34071ec6889b3 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:47 p.m.