Triple

T17693270
Position Surface form Disambiguated ID Type / Status
Subject Jason Donovan E441088 entity
Predicate placeOfBirth P1 FINISHED
Object Malvern, Victoria, Australia
Malvern, Victoria, Australia is an affluent inner suburb of Melbourne known for its leafy streets, historic homes, and vibrant shopping precincts.
E1282245 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: Malvern, Victoria, Australia | Statement: [Jason Donovan, placeOfBirth, Malvern, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malvern, Victoria, Australia
Context triple: [Jason Donovan, placeOfBirth, Malvern, 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. Tullamarine, Victoria
    Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
  • C. 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.
  • 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. Mildura, Victoria, Australia
    Mildura, Victoria, Australia is a regional city on the Murray River known for its irrigated agriculture, particularly citrus and grape production, and as a service and cultural hub for the Sunraysia 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: Malvern, Victoria, Australia
Triple: [Jason Donovan, placeOfBirth, Malvern, Victoria, Australia]
Generated description
Malvern, Victoria, Australia is an affluent inner suburb of Melbourne known for its leafy streets, historic homes, and vibrant shopping precincts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malvern, Victoria, Australia
Target entity description: Malvern, Victoria, Australia is an affluent inner suburb of Melbourne known for its leafy streets, historic homes, and vibrant shopping precincts.
  • A. Mordialloc, Victoria, Australia
    Mordialloc is a coastal suburb in Melbourne, Victoria, Australia, known for its beach, creek, and relaxed bayside atmosphere.
  • B. Tullamarine, Victoria
    Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
  • C. 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.
  • 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. Mildura, Victoria, Australia
    Mildura, Victoria, Australia is a regional city on the Murray River known for its irrigated agriculture, particularly citrus and grape production, and as a service and cultural hub for the Sunraysia region.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47153a5c8819095c36fd414167fb1 completed April 19, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022331e1388190b596c7867f1c5b60 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022661afd88190b57c338973571cb7 completed May 11, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a022705b76481909f77bedfb9d5d30d completed May 11, 2026, 6:59 p.m.
Created at: April 10, 2026, 10:03 a.m.