Triple

T3267700
Position Surface form Disambiguated ID Type / Status
Subject Lake Michigan shoreline E68565 entity
Predicate hasPart P35 FINISHED
Object 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.
E346325 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: Ludington State Park beach | Statement: [Lake Michigan shoreline, hasPart, Ludington State Park beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludington State Park beach
Context triple: [Lake Michigan shoreline, hasPart, Ludington State Park beach]
  • A. 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.
  • B. Wasaga Beach
    Wasaga Beach is a popular Canadian resort town on the shores of Georgian Bay, renowned for having one of the world’s longest freshwater beaches and a vibrant summer tourism scene.
  • C. Whiting Beach
    Whiting Beach is a popular swimming and recreation beach located in the coastal town of Yamba in New South Wales, Australia.
  • D. Tamarack Beach
    Tamarack Beach is a popular sandy shoreline and recreational spot along the Pacific Ocean in Carlsbad, California.
  • E. Holland State Park beach
    Holland State Park beach is a popular sandy public beach in Holland, Michigan, known for its views of the iconic Big Red Lighthouse and sunsets over Lake 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: Ludington State Park beach
Triple: [Lake Michigan shoreline, hasPart, Ludington State Park beach]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludington State Park beach
Target entity description: 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.
  • A. 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.
  • B. Wasaga Beach
    Wasaga Beach is a popular Canadian resort town on the shores of Georgian Bay, renowned for having one of the world’s longest freshwater beaches and a vibrant summer tourism scene.
  • C. Whiting Beach
    Whiting Beach is a popular swimming and recreation beach located in the coastal town of Yamba in New South Wales, Australia.
  • D. Tamarack Beach
    Tamarack Beach is a popular sandy shoreline and recreational spot along the Pacific Ocean in Carlsbad, California.
  • E. Holland State Park beach
    Holland State Park beach is a popular sandy public beach in Holland, Michigan, known for its views of the iconic Big Red Lighthouse and sunsets over Lake Michigan.
  • 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_69ad8590444081909e8107a8aeef3a23 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adafcf9c6c819092f9c618b778b46d completed March 8, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3c4323c819087a7c6e6c8a7b030 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b3002b38808190ac238fc912bf14ba completed March 12, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69b312b273b48190a949e61b87722084 completed March 12, 2026, 7:23 p.m.
Created at: March 8, 2026, 3:09 p.m.