Triple
T1662248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Crawford County, Michigan
Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
|
E300020
|
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: Crawford County, Michigan | Statement: [Muskegon River, flowsThrough, Crawford County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Crawford County, Michigan Context triple: [Muskegon River, flowsThrough, Crawford County, Michigan]
-
A.
Dickinson County, Michigan
Dickinson County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, iron mining history, and location along the Menominee River on the Wisconsin border.
-
B.
Chippewa County, Michigan
Chippewa County, Michigan is a large, sparsely populated county in Michigan’s Upper Peninsula known for Sault Ste. Marie, its border with Canada, and its significant natural and maritime heritage.
-
C.
Missaukee County, Michigan
Missaukee County, Michigan is a rural county in the northwestern Lower Peninsula of Michigan known for its forests, lakes, and agricultural landscape.
-
D.
Eaton County, Michigan
Eaton County, Michigan is a county in the south-central part of the state that forms part of the Greater Lansing metropolitan area.
-
E.
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.
- 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: Crawford County, Michigan Triple: [Muskegon River, flowsThrough, Crawford County, Michigan]
Generated description
Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Crawford County, Michigan Target entity description: Crawford County, Michigan is a sparsely populated county in the northern Lower Peninsula known for its forests, outdoor recreation, and location along the Muskegon River.
-
A.
Dickinson County, Michigan
Dickinson County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, iron mining history, and location along the Menominee River on the Wisconsin border.
-
B.
Chippewa County, Michigan
Chippewa County, Michigan is a large, sparsely populated county in Michigan’s Upper Peninsula known for Sault Ste. Marie, its border with Canada, and its significant natural and maritime heritage.
-
C.
Missaukee County, Michigan
Missaukee County, Michigan is a rural county in the northwestern Lower Peninsula of Michigan known for its forests, lakes, and agricultural landscape.
-
D.
Eaton County, Michigan
Eaton County, Michigan is a county in the south-central part of the state that forms part of the Greater Lansing metropolitan area.
-
E.
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.
- 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90ab3bd7081908d15d772b10aebbe |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc61b715c81908bb4849b03617d85 |
completed | March 10, 2026, 7:19 a.m. |
| NEDg | Description generation | batch_69afc92a15b08190a2bb49ecb8d297aa |
completed | March 10, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc9a50f148190be1af8808fc55545 |
completed | March 10, 2026, 7:35 a.m. |
Created at: March 4, 2026, 7:29 p.m.