Triple

T8238364
Position Surface form Disambiguated ID Type / Status
Subject Malcolm Fraser E192467 entity
Predicate placeOfBirth P1 FINISHED
Object Toorak, Victoria, Australia
Toorak, Victoria, Australia is an affluent inner suburb of Melbourne known for its grand homes, leafy streets, and status as one of the city's most prestigious residential areas.
 E720898 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: Toorak, Victoria, Australia | Statement: [Malcolm Fraser, placeOfBirth, Toorak, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toorak, Victoria, Australia
Context triple: [Malcolm Fraser, placeOfBirth, Toorak, Victoria, Australia]
  • A. Mordialloc, Victoria, Australia
    Mordialloc is a coastal suburb in Melbourne, Victoria, Australia, known for its beach, creek, and relaxed bayside atmosphere.
  • B. South Yarra, Victoria, Australia
    South Yarra, Victoria, Australia is an affluent inner-city suburb of Melbourne known for its upscale shopping, dining, and residential areas.
  • C. Oakleigh, Victoria, Australia
    Oakleigh is a residential suburb in Melbourne, Victoria, Australia, known for its strong Greek-Australian community and vibrant shopping and dining precincts.
  • D. Moorabbin, Victoria, Australia
    Moorabbin, Victoria, Australia is a suburban area in Melbourne known for its light industrial precincts and the nearby Moorabbin Airport.
  • E. Hawthorn, Victoria
    Hawthorn, Victoria is an inner suburb of Melbourne, Australia, known for its historic architecture, leafy streets, and vibrant mix of residential, educational, and commercial areas.
  • 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: Toorak, Victoria, Australia
Triple: [Malcolm Fraser, placeOfBirth, Toorak, Victoria, Australia]
Generated description
Toorak, Victoria, Australia is an affluent inner suburb of Melbourne known for its grand homes, leafy streets, and status as one of the city's most prestigious residential areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toorak, Victoria, Australia
Target entity description: Toorak, Victoria, Australia is an affluent inner suburb of Melbourne known for its grand homes, leafy streets, and status as one of the city's most prestigious residential areas.
  • A. Mordialloc, Victoria, Australia
    Mordialloc is a coastal suburb in Melbourne, Victoria, Australia, known for its beach, creek, and relaxed bayside atmosphere.
  • B. South Yarra, Victoria, Australia
    South Yarra, Victoria, Australia is an affluent inner-city suburb of Melbourne known for its upscale shopping, dining, and residential areas.
  • C. Oakleigh, Victoria, Australia
    Oakleigh is a residential suburb in Melbourne, Victoria, Australia, known for its strong Greek-Australian community and vibrant shopping and dining precincts.
  • D. Moorabbin, Victoria, Australia
    Moorabbin, Victoria, Australia is a suburban area in Melbourne known for its light industrial precincts and the nearby Moorabbin Airport.
  • E. Hawthorn, Victoria
    Hawthorn, Victoria is an inner suburb of Melbourne, Australia, known for its historic architecture, leafy streets, and vibrant mix of residential, educational, and commercial areas.
  • 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_69ca82dc8f148190a2c75a98501a7b91 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb783a8cf48190bf85394fd3bd79e2 completed March 31, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3504e6ac8190b4cb12c80a7e7fc0 completed April 1, 2026, 3:08 p.m.
NEDg Description generation batch_69cd37a47f3c81909491e9b0316c32f0 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ecc8d68819099932b1ecefc0d36 completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:47 p.m.