Triple

T8238366
Position Surface form Disambiguated ID Type / Status
Subject Malcolm Fraser E192467 entity
Predicate placeOfDeath P21 FINISHED
Object Melbourne, Victoria, Australia
Melbourne, Victoria, Australia is the populous coastal capital of the state of Victoria, renowned for its cultural diversity, arts scene, and status as a major economic and sporting hub.
E724011 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: Melbourne, Victoria, Australia | Statement: [Malcolm Fraser, placeOfDeath, Melbourne, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melbourne, Victoria, Australia
Context triple: [Malcolm Fraser, placeOfDeath, Melbourne, Victoria, Australia]
  • A. Hamilton, Victoria, Australia
    Hamilton, Victoria, Australia is a regional city in southwestern Victoria known historically as a wool-producing center and gateway to the Grampians region.
  • B. 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.
  • C. Geelong, Victoria, Australia
    Geelong, Victoria, Australia is a major regional city southwest of Melbourne known for its port, manufacturing history, and role as a gateway to the Bellarine Peninsula and Great Ocean Road.
  • D. Carlton, Melbourne, Victoria, Australia
    Carlton is an inner-city suburb of Melbourne, Victoria, Australia, known for its historic terraces, vibrant Italian precinct on Lygon Street, and proximity to major universities and cultural institutions.
  • E. Melbourne
    Melbourne is a historic market town in Derbyshire, England, known for its Georgian architecture and the notable Melbourne Hall and gardens.
  • 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: Melbourne, Victoria, Australia
Triple: [Malcolm Fraser, placeOfDeath, Melbourne, Victoria, Australia]
Generated description
Melbourne, Victoria, Australia is the populous coastal capital of the state of Victoria, renowned for its cultural diversity, arts scene, and status as a major economic and sporting hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melbourne, Victoria, Australia
Target entity description: Melbourne, Victoria, Australia is the populous coastal capital of the state of Victoria, renowned for its cultural diversity, arts scene, and status as a major economic and sporting hub.
  • A. Hamilton, Victoria, Australia
    Hamilton, Victoria, Australia is a regional city in southwestern Victoria known historically as a wool-producing center and gateway to the Grampians region.
  • B. 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.
  • C. Geelong, Victoria, Australia
    Geelong, Victoria, Australia is a major regional city southwest of Melbourne known for its port, manufacturing history, and role as a gateway to the Bellarine Peninsula and Great Ocean Road.
  • D. Carlton, Melbourne, Victoria, Australia
    Carlton is an inner-city suburb of Melbourne, Victoria, Australia, known for its historic terraces, vibrant Italian precinct on Lygon Street, and proximity to major universities and cultural institutions.
  • E. Melbourne
    Melbourne is a coastal city in east-central Florida known for its beaches, aerospace and technology industries, and role as a commercial and cultural hub of the Space Coast.
  • 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_69cd6801eaec8190a104ac6b08030376 completed April 1, 2026, 6:46 p.m.
NEDg Description generation batch_69cd6d4fa17481909f28ad7eb9bceb42 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7dd65fac8190b8f44b1cf2be7bdd completed April 1, 2026, 8:19 p.m.
Created at: March 30, 2026, 5:47 p.m.