Beulah, Michigan
E598598
Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Beulah, Michigan canonical | 5 |
| Elberta, Michigan | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T3628111 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beulah, Michigan Context triple: [Benzie County, Michigan, seat, Beulah, Michigan]
-
A.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
B.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
C.
Kingsley, Michigan
Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
-
D.
Luzerne, Michigan
Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
-
E.
Belleville, Michigan
Belleville, Michigan is a small city in southeastern Michigan known for its lakeside setting on Belleville Lake and its proximity to the Detroit metropolitan area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beulah, Michigan Target entity description: Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
-
A.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
B.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
C.
Kingsley, Michigan
Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
-
D.
Luzerne, Michigan
Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
-
E.
Belleville, Michigan
Belleville, Michigan is a small city in southeastern Michigan known for its lakeside setting on Belleville Lake and its proximity to the Detroit metropolitan area.
- F. None of above. chosen
Statements (35)
| Predicate | Object |
|---|---|
| instanceOf | village ⓘ |
| climate | humid continental climate ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| county |
Benzie County
ⓘ
linked to:
Benzie County, Michigan
|
| governmentType | village council ⓘ |
| hasAmenity |
local shops
ⓘ
lodging for visitors ⓘ restaurants ⓘ |
| hasFeature |
lakefront park
ⓘ
public beach on Crystal Lake ⓘ small downtown business district ⓘ |
| hasRecreationalActivity |
boating
ⓘ
fishing ⓘ hiking ⓘ snow sports in winter ⓘ swimming ⓘ |
| knownFor |
access to Crystal Lake
ⓘ
outdoor recreation ⓘ tourism ⓘ |
| locatedInRegion |
Lower Peninsula of Michigan
ⓘ
northwestern Michigan ⓘ |
| locatedNear |
Benzie County government center (Beulah is county seat)
ⓘ
Lake Michigan ⓘ Sleeping Bear Dunes National Lakeshore ⓘ |
| locatedOn | Crystal Lake ⓘ |
| partOf |
United States Midwest
ⓘ
linked to:
Midwestern United States
|
| populationTrend | small population ⓘ |
| postalAddressRegion | ZIP codes associated with Benzie County ⓘ |
| primaryEconomicActivity |
seasonal recreation services
ⓘ
tourism ⓘ |
| role | gateway to Crystal Lake ⓘ |
| state |
Michigan
ⓘ
linked to:
Michigan (most of state)
|
| timeZone | Eastern Time Zone ⓘ |
| touristSeason | summer ⓘ |
| transportation | served by local county roads ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Beulah, Michigan Description of subject: Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
Referenced by (6)
Full triples — surface form annotated when it differs from this entity's canonical label.