Triple

T13868239
Position Surface form Disambiguated ID Type / Status
Subject Merewether, New South Wales E333383 entity
Predicate adjacentTo P224 FINISHED
Object Hamilton South, New South Wales
Hamilton South is an inner-city suburb of Newcastle, New South Wales, known for its residential character and proximity to beaches and the city centre.
 E1066281 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: Hamilton South, New South Wales | Statement: [Merewether, New South Wales, adjacentTo, Hamilton South, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton South, New South Wales
Context triple: [Merewether, New South Wales, adjacentTo, Hamilton South, New South Wales]
  • A. 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.
  • 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. Hartley, New South Wales
    Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
  • D. Camperdown, New South Wales
    Camperdown, New South Wales is an inner-western suburb of Sydney, Australia, known for its proximity to the University of Sydney and major medical and educational institutions.
  • E. Milton, New South Wales
    Milton, New South Wales is a historic rural village on the South Coast of Australia known for its heritage architecture, arts scene, and proximity to popular coastal destinations.
  • 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: Hamilton South, New South Wales
Triple: [Merewether, New South Wales, adjacentTo, Hamilton South, New South Wales]
Generated description
Hamilton South is an inner-city suburb of Newcastle, New South Wales, known for its residential character and proximity to beaches and the city centre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton South, New South Wales
Target entity description: Hamilton South is an inner-city suburb of Newcastle, New South Wales, known for its residential character and proximity to beaches and the city centre.
  • A. 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.
  • 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. Hartley, New South Wales
    Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
  • D. Camperdown, New South Wales
    Camperdown, New South Wales is an inner-western suburb of Sydney, Australia, known for its proximity to the University of Sydney and major medical and educational institutions.
  • E. Milton, New South Wales
    Milton, New South Wales is a historic rural village on the South Coast of Australia known for its heritage architecture, arts scene, and proximity to popular coastal destinations.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c530148190b11704300bbd5f9b completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c1039128819086cfe9f966b9f142 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e7efd88190ac07472647da69e7 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.