Triple

T3403464
Position Surface form Disambiguated ID Type / Status
Subject Nerang River E71711 entity
Predicate partOf P40 FINISHED
Object Gold Coast waterway network
The Gold Coast waterway network is an interconnected system of rivers, canals, estuaries, and waterways in Queensland’s Gold Coast region, supporting recreation, transport, and coastal ecosystems.
 E355144 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: Gold Coast waterway network | Statement: [Nerang River, partOf, Gold Coast waterway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gold Coast waterway network
Context triple: [Nerang River, partOf, Gold Coast waterway network]
  • A. Gold Coast Broadwater
    Gold Coast Broadwater is a large, sheltered estuarine waterway on Queensland’s Gold Coast, popular for boating, fishing, and waterfront recreation.
  • B. Brisbane River
    The Brisbane River is a major waterway in Queensland that flows through the city of Brisbane before emptying into Moreton Bay.
  • C. Brisbane Water catchment
    The Brisbane Water catchment is the hydrological drainage area that collects and channels water into Brisbane Water on the Central Coast of New South Wales, Australia.
  • D. Murray River foreshore
    The Murray River foreshore at Moama is a popular riverside recreation area known for its scenic river views, picnic spots, walking tracks, and access to water-based activities.
  • E. Lane Cove River
    Lane Cove River is a tidal estuary and suburban waterway on Sydney’s Lower North Shore, flowing through bushland reserves before joining Sydney Harbour.
  • 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: Gold Coast waterway network
Triple: [Nerang River, partOf, Gold Coast waterway network]
Generated description
The Gold Coast waterway network is an interconnected system of rivers, canals, estuaries, and waterways in Queensland’s Gold Coast region, supporting recreation, transport, and coastal ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gold Coast waterway network
Target entity description: The Gold Coast waterway network is an interconnected system of rivers, canals, estuaries, and waterways in Queensland’s Gold Coast region, supporting recreation, transport, and coastal ecosystems.
  • A. Gold Coast Broadwater
    Gold Coast Broadwater is a large, sheltered estuarine waterway on Queensland’s Gold Coast, popular for boating, fishing, and waterfront recreation.
  • B. Brisbane River
    The Brisbane River is a major waterway in Queensland that flows through the city of Brisbane before emptying into Moreton Bay.
  • C. Brisbane Water catchment
    The Brisbane Water catchment is the hydrological drainage area that collects and channels water into Brisbane Water on the Central Coast of New South Wales, Australia.
  • D. Murray River foreshore
    The Murray River foreshore at Moama is a popular riverside recreation area known for its scenic river views, picnic spots, walking tracks, and access to water-based activities.
  • E. Lane Cove River
    Lane Cove River is a tidal estuary and suburban waterway on Sydney’s Lower North Shore, flowing through bushland reserves before joining Sydney Harbour.
  • 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_69ad85aac4808190a092c9cc8911f584 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8e8ea848190b4ac167f1aba8ebd completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bd4d02881909c365e054148ae8c completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e486c3c81908e73c5b75baf119c completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc420b08190baee678721b1b32c completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.