Triple
T894958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allegan County |
E19322
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Barry County
Barry County is a rural county in southwestern Michigan known for its lakes, forests, and small communities between the Grand Rapids and Kalamazoo metropolitan areas.
|
E118363
|
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: Barry County | Statement: [Allegan County, borderedBy, Barry County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry County Context triple: [Allegan County, borderedBy, Barry County]
-
A.
Ottawa County
Ottawa County is a county in western Michigan known for its Lake Michigan shoreline, agricultural communities, and cities such as Holland and Grand Haven.
-
B.
Allegan County
Allegan County is a county in southwestern Michigan known for its mix of Lake Michigan shoreline, agricultural land, and small towns.
-
C.
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.
-
D.
Bay County, Michigan
Bay County, Michigan is a county in the east-central part of Michigan’s Lower Peninsula, known for its location along Saginaw Bay of Lake Huron and its county seat, Bay City.
-
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: Barry County Triple: [Allegan County, borderedBy, Barry County]
Generated description
Barry County is a rural county in southwestern Michigan known for its lakes, forests, and small communities between the Grand Rapids and Kalamazoo metropolitan areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry County Target entity description: Barry County is a rural county in southwestern Michigan known for its lakes, forests, and small communities between the Grand Rapids and Kalamazoo metropolitan areas.
-
A.
Ottawa County
Ottawa County is a county in western Michigan known for its Lake Michigan shoreline, agricultural communities, and cities such as Holland and Grand Haven.
-
B.
Allegan County
Allegan County is a county in southwestern Michigan known for its mix of Lake Michigan shoreline, agricultural land, and small towns.
-
C.
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.
-
D.
Bay County, Michigan
Bay County, Michigan is a county in the east-central part of Michigan’s Lower Peninsula, known for its location along Saginaw Bay of Lake Huron and its county seat, Bay City.
-
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_69a4939d37188190848be3d426ebc9ae |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ad22b6fc819093e655c8ce1f738b |
completed | March 1, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a0d31e8819091d3402546d8fa33 |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2a7b1a148190950d40db59a6c0de |
completed | March 7, 2026, 1:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2ad8a14c819086d21ba068aedf2f |
completed | March 7, 2026, 1:40 p.m. |
Created at: March 1, 2026, 7:39 p.m.