Triple
T1030851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southeast Michigan |
E22246
|
entity |
| Predicate | includesCounty |
P5971
|
FINISHED |
| Object |
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.
|
E152810
|
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: Shiawassee County | Statement: [Southeast Michigan, includesCounty, Shiawassee County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shiawassee County Context triple: [Southeast Michigan, includesCounty, Shiawassee County]
-
A.
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.
-
B.
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.
-
C.
Newaygo County, Michigan
Newaygo County, Michigan is a largely rural county in western Michigan known for its forests, rivers, and outdoor recreation opportunities.
-
D.
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.
-
E.
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.
- 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: Shiawassee County Triple: [Southeast Michigan, includesCounty, Shiawassee County]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shiawassee County Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Newaygo County, Michigan
Newaygo County, Michigan is a largely rural county in western Michigan known for its forests, rivers, and outdoor recreation opportunities.
-
D.
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.
-
E.
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.
- 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b810429081908a97014ca740824b |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf0c16c0819090fc6618f0551c04 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbfa308148190a27f5433abcb2a18 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0912bf481909bd27111b4daaa0b |
completed | March 8, 2026, 12:19 a.m. |
Created at: March 1, 2026, 7:41 p.m.