Triple

T4976882
Position Surface form Disambiguated ID Type / Status
Subject Belmont, New South Wales E111786 entity
Predicate hasNearbySuburb P41355 FINISHED
Object Marks Point, New South Wales
Marks Point, New South Wales is a small lakeside suburb in the City of Lake Macquarie, near Belmont, known for its waterfront location on Lake Macquarie.
 E485570 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: Marks Point, New South Wales | Statement: [Belmont, New South Wales, hasNearbySuburb, Marks Point, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marks Point, New South Wales
Context triple: [Belmont, New South Wales, hasNearbySuburb, Marks Point, New South Wales]
  • A. Speers Point, New South Wales
    Speers Point, New South Wales is a lakeside suburb of Greater Newcastle known as the administrative centre of the City of Lake Macquarie.
  • B. Holsworthy, New South Wales
    Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
  • C. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • D. Milbrulong, New South Wales
    Milbrulong, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
  • E. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • 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: Marks Point, New South Wales
Triple: [Belmont, New South Wales, hasNearbySuburb, Marks Point, New South Wales]
Generated description
Marks Point, New South Wales is a small lakeside suburb in the City of Lake Macquarie, near Belmont, known for its waterfront location on Lake Macquarie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marks Point, New South Wales
Target entity description: Marks Point, New South Wales is a small lakeside suburb in the City of Lake Macquarie, near Belmont, known for its waterfront location on Lake Macquarie.
  • A. Speers Point, New South Wales
    Speers Point, New South Wales is a lakeside suburb of Greater Newcastle known as the administrative centre of the City of Lake Macquarie.
  • B. Holsworthy, New South Wales
    Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
  • C. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • D. Milbrulong, New South Wales
    Milbrulong, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
  • E. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • 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_69bd441adc208190b70a033a0741d01e completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7231448c8190a5d0a5135a9cfdf1 completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a0634b48190acb4a1834f5647cf completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8a9c72848190978797a33d0d83c8 completed March 21, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69be8b3718288190b2fc319fdad0a7c0 completed March 21, 2026, 12:12 p.m.
Created at: March 20, 2026, 1:33 p.m.