Triple

T14823671
Position Surface form Disambiguated ID Type / Status
Subject Wamberal Beach E348516 entity
Predicate hasLifesavingService P12976 FINISHED
Object Wamberal Surf Life Saving Club
Wamberal Surf Life Saving Club is a volunteer-run Australian surf lifesaving organization that patrols Wamberal Beach, providing beach safety, rescue services, and community programs.
E1122934 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: Wamberal Surf Life Saving Club | Statement: [Wamberal Beach, hasLifesavingService, Wamberal Surf Life Saving Club]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wamberal Surf Life Saving Club
Context triple: [Wamberal Beach, hasLifesavingService, Wamberal Surf Life Saving Club]
  • A. Yamba Surf Lifesaving Club
    Yamba Surf Lifesaving Club is a volunteer-based surf lifesaving organization in Yamba, New South Wales, that patrols local beaches and promotes surf safety and community events.
  • B. Wanda Surf Life Saving Club
    Wanda Surf Life Saving Club is an Australian surf lifesaving club based on Wanda Beach in Cronulla, New South Wales, known for its volunteer beach patrols and surf sports activities.
  • C. Mooloolaba Surf Life Saving Club
    Mooloolaba Surf Life Saving Club is a prominent beachfront surf lifesaving and social club in Mooloolaba, Queensland, known for its coastal patrols, community events, and oceanfront dining and bar facilities.
  • D. Maroochydore Surf Life Saving Club
    Maroochydore Surf Life Saving Club is a volunteer-based coastal rescue and community organization that patrols Maroochydore Beach and promotes surf safety, training, and competition on Queensland’s Sunshine Coast.
  • E. Umina Beach Surf Life Saving Club
    Umina Beach Surf Life Saving Club is a community-based surf lifesaving organization that provides beach patrols, water safety, and training programs on Umina Beach in New South Wales, Australia.
  • 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: Wamberal Surf Life Saving Club
Triple: [Wamberal Beach, hasLifesavingService, Wamberal Surf Life Saving Club]
Generated description
Wamberal Surf Life Saving Club is a volunteer-run Australian surf lifesaving organization that patrols Wamberal Beach, providing beach safety, rescue services, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wamberal Surf Life Saving Club
Target entity description: Wamberal Surf Life Saving Club is a volunteer-run Australian surf lifesaving organization that patrols Wamberal Beach, providing beach safety, rescue services, and community programs.
  • A. Yamba Surf Lifesaving Club
    Yamba Surf Lifesaving Club is a volunteer-based surf lifesaving organization in Yamba, New South Wales, that patrols local beaches and promotes surf safety and community events.
  • B. Wanda Surf Life Saving Club
    Wanda Surf Life Saving Club is an Australian surf lifesaving club based on Wanda Beach in Cronulla, New South Wales, known for its volunteer beach patrols and surf sports activities.
  • C. Mooloolaba Surf Life Saving Club
    Mooloolaba Surf Life Saving Club is a prominent beachfront surf lifesaving and social club in Mooloolaba, Queensland, known for its coastal patrols, community events, and oceanfront dining and bar facilities.
  • D. Maroochydore Surf Life Saving Club
    Maroochydore Surf Life Saving Club is a volunteer-based coastal rescue and community organization that patrols Maroochydore Beach and promotes surf safety, training, and competition on Queensland’s Sunshine Coast.
  • E. Umina Beach Surf Life Saving Club
    Umina Beach Surf Life Saving Club is a community-based surf lifesaving organization that provides beach patrols, water safety, and training programs on Umina Beach in New South Wales, Australia.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe7a8dc8190bcb5ecfa1cbf1601 completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389d7c848190813be06bed7813d7 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe5bc7e6848190a243bcfccaea3a37 completed May 8, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69fe5c271c6c8190bb4127cdf8af6647 completed May 8, 2026, 9:56 p.m.
Created at: April 10, 2026, 1:51 a.m.