Triple
T14188741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludington, Michigan |
E351651
|
entity |
| Predicate | hasBeach |
P1922
|
FINISHED |
| Object | Ludington State Park beaches |
E346325
|
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 beaches | Statement: [Ludington, Michigan, hasBeach, Ludington State Park beaches]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludington State Park beaches Context triple: [Ludington, Michigan, hasBeach, Ludington State Park beaches]
-
A.
Ludington State Park beach
chosen
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.
-
B.
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.
-
C.
Ludington State Park
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.
-
D.
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.
-
E.
Warren Dunes State Park
Warren Dunes State Park is a popular Michigan state park known for its towering sand dunes, expansive beaches, and scenic natural areas along the southeastern shore of Lake Michigan.
- 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_69fd280861fc81908c342fc229a526f3 |
completed | May 8, 2026, 12:02 a.m. |
Created at: April 10, 2026, 1:03 a.m.