Triple
T2803264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo County, Michigan |
E53993
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Branch County, Michigan
Branch County, Michigan is a largely rural county in the southern part of the state known for its agricultural landscape, small towns, and numerous lakes.
|
E591161
|
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: Branch County, Michigan | Statement: [Kalamazoo County, Michigan, borders, Branch County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Branch County, Michigan Context triple: [Kalamazoo County, Michigan, borders, Branch County, Michigan]
-
A.
Berrien County, Michigan
Berrien County, Michigan is a southwestern Michigan county along Lake Michigan known for its shoreline communities, agricultural areas, and regional hub city of St. Joseph.
-
B.
Muskegon County, Michigan
Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
-
C.
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.
-
D.
Saginaw County, Michigan
Saginaw County, Michigan is a county in the east-central part of the state known for its industrial history, agricultural production, and the city of Saginaw as its county seat.
-
E.
Emmet County, Michigan
Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
- 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: Branch County, Michigan Triple: [Kalamazoo County, Michigan, borders, Branch County, Michigan]
Generated description
Branch County, Michigan is a largely rural county in the southern part of the state known for its agricultural landscape, small towns, and numerous lakes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Branch County, Michigan Target entity description: Branch County, Michigan is a largely rural county in the southern part of the state known for its agricultural landscape, small towns, and numerous lakes.
-
A.
Berrien County, Michigan
Berrien County, Michigan is a southwestern Michigan county along Lake Michigan known for its shoreline communities, agricultural areas, and regional hub city of St. Joseph.
-
B.
Muskegon County, Michigan
Muskegon County, Michigan is a county on the eastern shore of Lake Michigan known for its port city of Muskegon, industrial history, and lakeshore recreation.
-
C.
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.
-
D.
Saginaw County, Michigan
Saginaw County, Michigan is a county in the east-central part of the state known for its industrial history, agricultural production, and the city of Saginaw as its county seat.
-
E.
Emmet County, Michigan
Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
- 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_69c638403d608190b9e4ff5bded68845 |
completed | March 27, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69c63c4b8a448190ac3018522ed4ac8d |
completed | March 27, 2026, 8:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63cad6d788190949f6165037cd61d |
completed | March 27, 2026, 8:15 a.m. |
Created at: March 6, 2026, 9:59 p.m.