Triple
T7798161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macatawa, Michigan |
E180352
|
entity |
| Predicate | hasPublicAccessTo |
P36962
|
FINISHED |
| Object |
Lake Michigan beach
Lake Michigan beach is a stretch of sandy shoreline along Lake Michigan known for swimming, sunbathing, and lakeside recreation.
|
E695515
|
NE FINISHED |
How this triple was built (5 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: Lake Michigan beach | Statement: [Macatawa, Michigan, hasPublicAccessTo, Lake Michigan beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Michigan beach Context triple: [Macatawa, Michigan, hasPublicAccessTo, Lake Michigan beach]
-
A.
Warren Dunes State Park beach
Warren Dunes State Park beach is a popular Lake Michigan destination in southwestern Michigan known for its expansive sandy shoreline, towering dunes, and opportunities for swimming, hiking, and scenic views.
-
B.
Pere Marquette Beach
Pere Marquette Beach is a popular public beach on the shores of Lake Michigan known for its wide sandy shoreline, lighthouse views, and recreational opportunities.
-
C.
Williams Bay Beach
Williams Bay Beach is a public swimming and recreation area on the shore of Geneva Lake in Williams Bay, Wisconsin.
-
D.
St. Clair Beach
St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
-
E.
Ludington State Park beach
Ludington State Park beach is a popular sandy swimming and recreation area within Ludington State Park on the eastern shore of Lake Michigan in Michigan.
- 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: Lake Michigan beach Triple: [Macatawa, Michigan, hasPublicAccessTo, Lake Michigan beach]
Generated description
Lake Michigan beach is a stretch of sandy shoreline along Lake Michigan known for swimming, sunbathing, and lakeside recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Michigan beach Target entity description: Lake Michigan beach is a stretch of sandy shoreline along Lake Michigan known for swimming, sunbathing, and lakeside recreation.
-
A.
Warren Dunes State Park beach
Warren Dunes State Park beach is a popular Lake Michigan destination in southwestern Michigan known for its expansive sandy shoreline, towering dunes, and opportunities for swimming, hiking, and scenic views.
-
B.
Pere Marquette Beach
Pere Marquette Beach is a popular public beach on the shores of Lake Michigan known for its wide sandy shoreline, lighthouse views, and recreational opportunities.
-
C.
Williams Bay Beach
Williams Bay Beach is a public swimming and recreation area on the shore of Geneva Lake in Williams Bay, Wisconsin.
-
D.
St. Clair Beach
St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
-
E.
Ludington State Park beach
Ludington State Park beach is a popular sandy swimming and recreation area within Ludington State Park on the eastern shore of Lake Michigan in Michigan.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPublicAccessTo Context triple: [Macatawa, Michigan, hasPublicAccessTo, Lake Michigan beach]
-
A.
hasAccessTo
Indicates that one entity is permitted to enter, use, or interact with another entity, resource, or location.
-
B.
hasPublic
chosen
Indicates that an entity is accessible or visible to the general public rather than being private or restricted.
-
C.
hasAccessTowards
Indicates that one entity possesses the ability, permission, or means to reach, use, or interact with another entity or resource.
-
D.
hasHumanAccess
Indicates that a human is able to access, use, or interact with the referenced entity or resource.
-
E.
hasAccessMethod
Indicates that one entity uses or is associated with a particular method or mechanism for accessing another entity or resource.
- F. None of above.
Provenance (6 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_69ca827d22208190b4dc5aa680edcf5d |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf78a6d88819093f83528fe88b182 |
completed | March 30, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb140684ec8190aef5d3cb2e0ea948 |
completed | March 31, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69cb1a1414a08190912945cee30e6bc2 |
completed | March 31, 2026, 12:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb3843368881908d7c4d5a81c53a23 |
completed | March 31, 2026, 2:58 a.m. |
| PD | Predicate disambiguation | batch_69cae9111b2481909684a2d4aa4831c2 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:32 p.m.