Triple
T2465104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saginaw County, Michigan |
E55228
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Gratiot County, Michigan
Gratiot County, Michigan is a predominantly rural county in the central part of Michigan’s Lower Peninsula, known for its agricultural landscape and small communities such as its county seat, Ithaca.
|
E514722
|
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: Gratiot County, Michigan | Statement: [Saginaw County, Michigan, borders, Gratiot County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gratiot County, Michigan Context triple: [Saginaw County, Michigan, borders, Gratiot County, Michigan]
-
A.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
B.
Montcalm County, Michigan
Montcalm County, Michigan is a rural county in the central part of the state known for its agricultural landscape, small towns, and proximity to the Grand Rapids metropolitan area.
-
C.
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.
-
D.
Schoolcraft County, Michigan
Schoolcraft County, Michigan is a sparsely populated county in Michigan's Upper Peninsula known for its forests, lakes, and Lake Michigan shoreline.
-
E.
Ottawa County, Michigan
Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
- 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: Gratiot County, Michigan Triple: [Saginaw County, Michigan, borders, Gratiot County, Michigan]
Generated description
Gratiot County, Michigan is a predominantly rural county in the central part of Michigan’s Lower Peninsula, known for its agricultural landscape and small communities such as its county seat, Ithaca.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gratiot County, Michigan Target entity description: Gratiot County, Michigan is a predominantly rural county in the central part of Michigan’s Lower Peninsula, known for its agricultural landscape and small communities such as its county seat, Ithaca.
-
A.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
B.
Montcalm County, Michigan
Montcalm County, Michigan is a rural county in the central part of the state known for its agricultural landscape, small towns, and proximity to the Grand Rapids metropolitan area.
-
C.
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.
-
D.
Schoolcraft County, Michigan
Schoolcraft County, Michigan is a sparsely populated county in Michigan's Upper Peninsula known for its forests, lakes, and Lake Michigan shoreline.
-
E.
Ottawa County, Michigan
Ottawa County, Michigan is a county in the western part of the state along Lake Michigan, known for its rapidly growing communities, agricultural base, and popular lakeshore recreation areas.
- 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_69ab49e3622c8190ad22afa2c4fbb807 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd1216f44819094c46ae7c2c1e394 |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf28e228608190a531da6024803e1b |
completed | March 21, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69bf29643ec88190b849eca03e6480c8 |
completed | March 21, 2026, 11:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf29bb3a9c8190827773c7057ce55a |
completed | March 21, 2026, 11:28 p.m. |
Created at: March 6, 2026, 9:44 p.m.