Triple

T4976880
Position Surface form Disambiguated ID Type / Status
Subject Belmont, New South Wales E111786 entity
Predicate hasNearbySuburb P41355 FINISHED
Object Belmont North, New South Wales
Belmont North, New South Wales is a residential suburb in the City of Lake Macquarie, located in the Hunter Region near the coastal city of Newcastle.
 E111786 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: Belmont North, New South Wales | Statement: [Belmont, New South Wales, hasNearbySuburb, Belmont North, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Belmont North, New South Wales
Context triple: [Belmont, New South Wales, hasNearbySuburb, Belmont North, New South Wales]
  • A. Belmont, New South Wales
    Belmont, New South Wales is a coastal suburb in the City of Lake Macquarie, near Newcastle, known for its lakeside recreation and residential communities.
  • B. Balmain, New South Wales, Australia
    Balmain, New South Wales, Australia is an inner-west Sydney suburb known for its historic waterfront, working-class roots, and vibrant cultural and dining scene.
  • C. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • D. 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.
  • E. Broadmeadow, New South Wales
    Broadmeadow, New South Wales is a suburb of Newcastle known as a key sporting and entertainment hub in the region.
  • 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: Belmont North, New South Wales
Triple: [Belmont, New South Wales, hasNearbySuburb, Belmont North, New South Wales]
Generated description
Belmont North, New South Wales is a residential suburb in the City of Lake Macquarie, located in the Hunter Region near the coastal city of Newcastle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Belmont North, New South Wales
Target entity description: Belmont North, New South Wales is a residential suburb in the City of Lake Macquarie, located in the Hunter Region near the coastal city of Newcastle.
  • A. Belmont, New South Wales chosen
    Belmont, New South Wales is a coastal suburb in the City of Lake Macquarie, near Newcastle, known for its lakeside recreation and residential communities.
  • B. Balmain, New South Wales, Australia
    Balmain, New South Wales, Australia is an inner-west Sydney suburb known for its historic waterfront, working-class roots, and vibrant cultural and dining scene.
  • C. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • D. 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.
  • E. Broadmeadow, New South Wales
    Broadmeadow, New South Wales is a suburb of Newcastle known as a key sporting and entertainment hub in the region.
  • F. None of above.

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_69be924befc08190a077adca99fb4b86 completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be942dac9c8190a5861ca0aaa44c90 completed March 21, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:33 p.m.