Triple
T14188756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludington, Michigan |
E351651
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object | Ludington State Park |
E1041552
|
NE FINISHED |
How this triple was built (2 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: Ludington State Park | Statement: [Ludington, Michigan, hasAttraction, Ludington State Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludington State Park Context triple: [Ludington, Michigan, hasAttraction, Ludington State Park]
-
A.
Ludington State Park
chosen
Ludington State Park is a popular Michigan state park on Lake Michigan known for its sand dunes, beaches, forests, and extensive hiking and camping opportunities.
-
B.
Muskegon State Park
Muskegon State Park is a scenic public recreation area on the Lake Michigan shoreline in western Michigan, known for its beaches, dunes, hiking trails, and year-round outdoor activities.
-
C.
Grand Haven State Park
Grand Haven State Park is a popular Lake Michigan beachfront state park in western Michigan known for its sandy shore, scenic pier, and views of the Grand Haven lighthouse.
-
D.
Petoskey State Park
Petoskey State Park is a scenic public recreation area on the shores of Little Traverse Bay in northern Michigan, known for its sandy beaches, dunes, and hunting for Michigan’s state stone, the Petoskey stone.
-
E.
Cheboygan State Park
Cheboygan State Park is a public recreation area on the shores of Lake Huron in northern Michigan, known for its hiking trails, beaches, and views of the Cheboygan River and nearby lighthouses.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d827894ac0819097803e57f3227b23 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61de509881908967ef5031f2a8d9 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd32497780819092e2d2ffe2a9dcaf |
completed | May 8, 2026, 12:46 a.m. |
Created at: April 10, 2026, 1:03 a.m.