Triple
T2320304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Michigan |
E51163
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Manistee County
Manistee County is a county in the northwestern Lower Peninsula of Michigan, known for its Lake Michigan shoreline, forests, and outdoor recreation.
|
E445082
|
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: Manistee County | Statement: [Northern Michigan, hasPart, Manistee County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manistee County Context triple: [Northern Michigan, hasPart, Manistee County]
-
A.
Menominee County, Michigan
Menominee County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, outdoor recreation, and location along the Wisconsin border near Green Bay.
-
B.
Shiawassee County
Shiawassee County is a largely rural county in central Michigan known for its small towns, agricultural landscape, and location between the Lansing and Flint metropolitan areas.
-
C.
Alcona County, Michigan
Alcona County, Michigan is a rural county in the northeastern Lower Peninsula of Michigan, known for its Lake Huron shoreline, forests, and outdoor recreation.
-
D.
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.
-
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: Manistee County Triple: [Northern Michigan, hasPart, Manistee County]
Generated description
Manistee County is a county in the northwestern Lower Peninsula of Michigan, known for its Lake Michigan shoreline, forests, and outdoor recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manistee County Target entity description: Manistee County is a county in the northwestern Lower Peninsula of Michigan, known for its Lake Michigan shoreline, forests, and outdoor recreation.
-
A.
Menominee County, Michigan
Menominee County, Michigan is a sparsely populated county in Michigan’s Upper Peninsula known for its forests, outdoor recreation, and location along the Wisconsin border near Green Bay.
-
B.
Shiawassee County
Shiawassee County is a largely rural county in central Michigan known for its small towns, agricultural landscape, and location between the Lansing and Flint metropolitan areas.
-
C.
Alcona County, Michigan
Alcona County, Michigan is a rural county in the northeastern Lower Peninsula of Michigan, known for its Lake Huron shoreline, forests, and outdoor recreation.
-
D.
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.
-
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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc632474c8190972b4611a3a4ff8f |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6720949bc8190923e135c80185504 |
completed | March 15, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69b67291bcdc819098131e1ba98eaf6d |
completed | March 15, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6730133c081908a5243236dfc3094 |
completed | March 15, 2026, 8:51 a.m. |
Created at: March 4, 2026, 7:49 p.m.