Triple

T14988328
Position Surface form Disambiguated ID Type / Status
Subject Grand Haven Boardwalk E373763 entity
Predicate near P350 FINISHED
Object Grand Haven City Beach
Grand Haven City Beach is a popular Lake Michigan shoreline destination in Grand Haven, Michigan, known for its wide sandy beach, scenic lighthouse views, and family-friendly swimming and recreation.
E1135230 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: Grand Haven City Beach | Statement: [Grand Haven Boardwalk, near, Grand Haven City Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Haven City Beach
Context triple: [Grand Haven Boardwalk, near, Grand Haven City Beach]
  • A. Grand Beach, Michigan
    Grand Beach, Michigan is a small lakeside village on the shore of Lake Michigan known for its resort community and recreational amenities.
  • B. Harbour Beach
    Harbour Beach is a popular sandy shoreline on the small Channel Island of Herm, known for its sheltered waters and scenic coastal views.
  • C. Harbour Beach
    Harbour Beach is a popular coastal recreation area in Mackay, Queensland, known for its sandy shoreline and proximity to the city’s marina and harbour.
  • 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. St. Clair Beach
    St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
  • 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: Grand Haven City Beach
Triple: [Grand Haven Boardwalk, near, Grand Haven City Beach]
Generated description
Grand Haven City Beach is a popular Lake Michigan shoreline destination in Grand Haven, Michigan, known for its wide sandy beach, scenic lighthouse views, and family-friendly swimming and recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Haven City Beach
Target entity description: Grand Haven City Beach is a popular Lake Michigan shoreline destination in Grand Haven, Michigan, known for its wide sandy beach, scenic lighthouse views, and family-friendly swimming and recreation.
  • A. Grand Beach, Michigan
    Grand Beach, Michigan is a small lakeside village on the shore of Lake Michigan known for its resort community and recreational amenities.
  • B. Harbour Beach
    Harbour Beach is a popular sandy shoreline on the small Channel Island of Herm, known for its sheltered waters and scenic coastal views.
  • C. Harbour Beach
    Harbour Beach is a popular coastal recreation area in Mackay, Queensland, known for its sandy shoreline and proximity to the city’s marina and harbour.
  • 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. St. Clair Beach
    St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7148a308190a687f4d0d61397c6 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5aaeda08190846c15562e67c1fb completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea77a31cc8190a1737277cb826d46 completed May 9, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fea7ecfbe881909668d2627b7892bf completed May 9, 2026, 3:20 a.m.
Created at: April 10, 2026, 2:53 a.m.