Triple
T2803265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo County, Michigan |
E53993
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
St. Joseph County, Michigan
St. Joseph County, Michigan is a largely rural county in the southwestern part of the state known for its agricultural landscape, small towns, and numerous rivers and lakes.
|
E592767
|
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: St. Joseph County, Michigan | Statement: [Kalamazoo County, Michigan, borders, St. Joseph County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Joseph County, Michigan Context triple: [Kalamazoo County, Michigan, borders, St. Joseph County, Michigan]
-
A.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
-
B.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
C.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
-
D.
St. Clair County, Michigan
St. Clair County, Michigan is a county in the eastern part of the state along the St. Clair River, known for its international border with Ontario, Canada and its county seat, Port Huron.
-
E.
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.
- 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: St. Joseph County, Michigan Triple: [Kalamazoo County, Michigan, borders, St. Joseph County, Michigan]
Generated description
St. Joseph County, Michigan is a largely rural county in the southwestern part of the state known for its agricultural landscape, small towns, and numerous rivers and lakes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. Joseph County, Michigan Target entity description: St. Joseph County, Michigan is a largely rural county in the southwestern part of the state known for its agricultural landscape, small towns, and numerous rivers and lakes.
-
A.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
-
B.
Isabella County, Michigan
Isabella County, Michigan is a county in the central part of the state whose seat and largest city is Mount Pleasant.
-
C.
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
-
D.
St. Clair County, Michigan
St. Clair County, Michigan is a county in the eastern part of the state along the St. Clair River, known for its international border with Ontario, Canada and its county seat, Port Huron.
-
E.
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.
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde12b33481908b276760a922db9c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6409132c481909f287f98290497f9 |
completed | March 27, 2026, 8:32 a.m. |
| NEDg | Description generation | batch_69c6431b4fa48190b92ef0d4af50f84a |
completed | March 27, 2026, 8:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c643e3d6488190851d1a35bb7b2c6c |
completed | March 27, 2026, 8:46 a.m. |
Created at: March 6, 2026, 9:59 p.m.