Triple

T13582497
Position Surface form Disambiguated ID Type / Status
Subject Shoalwater E324454 entity
Predicate hasBeach P1922 FINISHED
Object Shoalwater Bay foreshore
Shoalwater Bay foreshore is a coastal stretch of shoreline known for its sandy beaches and scenic waterfront along Shoalwater Bay.
E1049099 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: Shoalwater Bay foreshore | Statement: [Shoalwater, hasBeach, Shoalwater Bay foreshore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shoalwater Bay foreshore
Context triple: [Shoalwater, hasBeach, Shoalwater Bay foreshore]
  • A. Roebuck Bay foreshore
    Roebuck Bay foreshore is a scenic coastal area in Broome, Western Australia, known for its expansive tidal flats, rich birdlife, and striking red cliffs meeting turquoise waters.
  • B. Darwin coastal foreshore
    The Darwin coastal foreshore is a scenic stretch of coastline in Darwin, Northern Territory, known for its beaches, walking paths, and views over the Timor Sea.
  • C. Esperance foreshore
    Esperance foreshore is a scenic coastal strip in Esperance, Western Australia, known for its white sandy beaches, clear turquoise waters, and recreational walking and cycling paths.
  • D. Bass Point Reserve
    Bass Point Reserve is a coastal nature reserve in Shellharbour, New South Wales, known for its rugged headland, marine habitat, walking tracks, and popular diving and fishing spots.
  • E. Willoughby Bay
    Willoughby Bay is a sheltered inlet off Middle Harbour in Sydney, New South Wales, known for its residential foreshore and recreational boating.
  • 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: Shoalwater Bay foreshore
Triple: [Shoalwater, hasBeach, Shoalwater Bay foreshore]
Generated description
Shoalwater Bay foreshore is a coastal stretch of shoreline known for its sandy beaches and scenic waterfront along Shoalwater Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shoalwater Bay foreshore
Target entity description: Shoalwater Bay foreshore is a coastal stretch of shoreline known for its sandy beaches and scenic waterfront along Shoalwater Bay.
  • A. Roebuck Bay foreshore
    Roebuck Bay foreshore is a scenic coastal area in Broome, Western Australia, known for its expansive tidal flats, rich birdlife, and striking red cliffs meeting turquoise waters.
  • B. Darwin coastal foreshore
    The Darwin coastal foreshore is a scenic stretch of coastline in Darwin, Northern Territory, known for its beaches, walking paths, and views over the Timor Sea.
  • C. Esperance foreshore
    Esperance foreshore is a scenic coastal strip in Esperance, Western Australia, known for its white sandy beaches, clear turquoise waters, and recreational walking and cycling paths.
  • D. Bass Point Reserve
    Bass Point Reserve is a coastal nature reserve in Shellharbour, New South Wales, known for its rugged headland, marine habitat, walking tracks, and popular diving and fishing spots.
  • E. Willoughby Bay
    Willoughby Bay is a sheltered inlet off Middle Harbour in Sydney, New South Wales, known for its residential foreshore and recreational boating.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb031e8048190a5f2ea934308036c completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bbf946c8190ba3d2b87cb11dc9d completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77642e4b881909915c686a0d6c6fa completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7792110e48190a29b6e89c6ebcc03 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.