Triple

T2933984
Position Surface form Disambiguated ID Type / Status
Subject Raymond Terrace E79221 entity
Predicate isCommercialHubFor P9422 FINISHED
Object Port Stephens region E19571 NE FINISHED

How this triple was built (3 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: Port Stephens region | Statement: [Raymond Terrace, isCommercialHubFor, Port Stephens region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Port Stephens region
Context triple: [Raymond Terrace, isCommercialHubFor, Port Stephens region]
  • A. Port Stephens chosen
    Port Stephens is a large natural harbour and popular coastal tourist destination on the New South Wales mid-north coast of Australia, known for its beaches, marine life, and water-based recreation.
  • B. Coffs Coast
    Coffs Coast is a coastal region in northern New South Wales, Australia, known for its beaches, subtropical climate, and the city of Coffs Harbour.
  • C. Byron Shire
    Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
  • D. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • E. Northern Beaches region
    The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isCommercialHubFor
Context triple: [Raymond Terrace, isCommercialHubFor, Port Stephens region]
  • A. isCommercialHubIn chosen
    Indicates that a place functions as a primary center of commercial or business activity within a specified larger area or region.
  • B. isCommercialPort
    Indicates that a location functions as a port used for commercial or trade-related maritime activities.
  • C. hasCommercialFunction
    Indicates that an entity serves a commercial role or purpose, such as engaging in trade, sales, or other profit-oriented activities.
  • D. isResidentialHubIn
    Indicates that a location functions primarily as a residential center or hub within a specified larger area or region.
  • E. hasBusiness
    Indicates that one entity owns, operates, or is formally associated with a business entity.
  • F. None of above.

Provenance (4 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983b65f881909b8b7d3dc5c224fd completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108d4e5408190a0dd3728c5cf6a47 completed March 11, 2026, 6:16 a.m.
PD Predicate disambiguation batch_69ad9606e8348190bb19df33a2709674 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:56 p.m.