Triple

T13000220
Position Surface form Disambiguated ID Type / Status
Subject Shelly Beach, Caloundra E322149 entity
Predicate nearbyPlace P2064 FINISHED
Object Moffat Beach, Caloundra
Moffat Beach, Caloundra is a coastal suburb on Queensland’s Sunshine Coast known for its surf-friendly beach, relaxed village atmosphere, and scenic headland parks.
E1018605 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: Moffat Beach, Caloundra | Statement: [Shelly Beach, Caloundra, nearbyPlace, Moffat Beach, Caloundra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moffat Beach, Caloundra
Context triple: [Shelly Beach, Caloundra, nearbyPlace, Moffat Beach, Caloundra]
  • A. Maroochydore Beach
    Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
  • B. Wamberal Beach
    Wamberal Beach is a popular surf and swimming beach on the Central Coast of New South Wales, Australia, known for its long sandy shoreline and adjoining lagoon.
  • C. Oxley Beach
    Oxley Beach is a popular sandy beach in Port Macquarie, New South Wales, known for its scenic coastal views, swimming, and family-friendly atmosphere.
  • D. Mooloolaba Beach
    Mooloolaba Beach is a popular patrolled surf beach on Queensland’s Sunshine Coast, known for its safe swimming conditions, beachfront esplanade, and vibrant dining and tourism scene.
  • E. Coolangatta Beach
    Coolangatta Beach is a popular surf and swimming beach at the southern end of Queensland’s Gold Coast, known for its scenic coastline and relaxed holiday atmosphere.
  • 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: Moffat Beach, Caloundra
Triple: [Shelly Beach, Caloundra, nearbyPlace, Moffat Beach, Caloundra]
Generated description
Moffat Beach, Caloundra is a coastal suburb on Queensland’s Sunshine Coast known for its surf-friendly beach, relaxed village atmosphere, and scenic headland parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moffat Beach, Caloundra
Target entity description: Moffat Beach, Caloundra is a coastal suburb on Queensland’s Sunshine Coast known for its surf-friendly beach, relaxed village atmosphere, and scenic headland parks.
  • A. Maroochydore Beach
    Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
  • B. Wamberal Beach
    Wamberal Beach is a popular surf and swimming beach on the Central Coast of New South Wales, Australia, known for its long sandy shoreline and adjoining lagoon.
  • C. Oxley Beach
    Oxley Beach is a popular sandy beach in Port Macquarie, New South Wales, known for its scenic coastal views, swimming, and family-friendly atmosphere.
  • D. Mooloolaba Beach
    Mooloolaba Beach is a popular patrolled surf beach on Queensland’s Sunshine Coast, known for its safe swimming conditions, beachfront esplanade, and vibrant dining and tourism scene.
  • E. Coolangatta Beach
    Coolangatta Beach is a popular surf and swimming beach at the southern end of Queensland’s Gold Coast, known for its scenic coastline and relaxed holiday atmosphere.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7b268c8190b8bb855e9de23c3b completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc4111c8190ace7bf505cd652ee completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6ce1f52388190935be76122890d63 completed May 3, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69f6ceafcca88190bcd65be3c4440987 completed May 3, 2026, 4:27 a.m.
Created at: April 9, 2026, 8:46 p.m.