Triple

T14419764
Position Surface form Disambiguated ID Type / Status
Subject Sunshine Coast beaches E357550 entity
Predicate hasMajorBeach P1922 FINISHED
Object Mudjimba Beach
Mudjimba Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its relaxed atmosphere, consistent waves, and views of nearby Mudjimba Island.
E1146755 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: Mudjimba Beach | Statement: [Sunshine Coast beaches, hasMajorBeach, Mudjimba Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mudjimba Beach
Context triple: [Sunshine Coast beaches, hasMajorBeach, Mudjimba Beach]
  • A. 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.
  • B. Bambarra Beach
    Bambarra Beach is a tranquil, white-sand beach on Middle Caicos in the Turks and Caicos Islands, known for its shallow turquoise waters and peaceful, undeveloped setting.
  • C. Wattamolla Beach
    Wattamolla Beach is a picturesque lagoon and ocean beach cove within New South Wales’ Royal National Park, popular for swimming, picnicking, and coastal walks.
  • D. Mudjin Harbour Beach
    Mudjin Harbour Beach is a renowned scenic beach on Middle Caicos in the Turks and Caicos Islands, famous for its dramatic limestone cliffs, turquoise waters, and unspoiled natural beauty.
  • E. Yamba Main Beach
    Yamba Main Beach is a popular patrolled surf and swimming beach in the coastal town of Yamba on the New South Wales North Coast, known for its scenic headlands 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: Mudjimba Beach
Triple: [Sunshine Coast beaches, hasMajorBeach, Mudjimba Beach]
Generated description
Mudjimba Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its relaxed atmosphere, consistent waves, and views of nearby Mudjimba Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mudjimba Beach
Target entity description: Mudjimba Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its relaxed atmosphere, consistent waves, and views of nearby Mudjimba Island.
  • A. 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.
  • B. Bambarra Beach
    Bambarra Beach is a tranquil, white-sand beach on Middle Caicos in the Turks and Caicos Islands, known for its shallow turquoise waters and peaceful, undeveloped setting.
  • C. Wattamolla Beach
    Wattamolla Beach is a picturesque lagoon and ocean beach cove within New South Wales’ Royal National Park, popular for swimming, picnicking, and coastal walks.
  • D. Mudjin Harbour Beach
    Mudjin Harbour Beach is a renowned scenic beach on Middle Caicos in the Turks and Caicos Islands, famous for its dramatic limestone cliffs, turquoise waters, and unspoiled natural beauty.
  • E. Yamba Main Beach
    Yamba Main Beach is a popular patrolled surf and swimming beach in the coastal town of Yamba on the New South Wales North Coast, known for its scenic headlands 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de910eb354819089d5d5a46919eb49 completed April 14, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5dc9b908190b1d7583810dc9c41 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6ea4fec81908d770df705e0512b completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee897a7248190b3d81ea1da1d49e1 completed May 9, 2026, 7:56 a.m.
Created at: April 10, 2026, 1:18 a.m.