Triple

T10265697
Position Surface form Disambiguated ID Type / Status
Subject Peter Norman E240705 entity
Predicate placeOfBirth P1 FINISHED
Object Coburg, Victoria, Australia
Coburg, Victoria, Australia is a residential suburb in Melbourne’s inner north known for its multicultural community and historic streetscapes.
E851824 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: Coburg, Victoria, Australia | Statement: [Peter Norman, placeOfBirth, Coburg, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coburg, Victoria, Australia
Context triple: [Peter Norman, placeOfBirth, Coburg, Victoria, Australia]
  • A. Maryborough, Victoria, Australia
    Maryborough, Victoria, Australia is a small regional town in central Victoria known for its gold rush heritage and historic railway station.
  • B. Castlemaine, Victoria, Australia
    Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
  • C. Moorabbin, Victoria, Australia
    Moorabbin, Victoria, Australia is a suburban area in Melbourne known for its light industrial precincts and the nearby Moorabbin Airport.
  • D. 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.
  • E. City of Monash, Victoria
    The City of Monash is a local government area in Melbourne’s southeastern suburbs, named in honour of Australian military commander and engineer Sir John Monash.
  • 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: Coburg, Victoria, Australia
Triple: [Peter Norman, placeOfBirth, Coburg, Victoria, Australia]
Generated description
Coburg, Victoria, Australia is a residential suburb in Melbourne’s inner north known for its multicultural community and historic streetscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coburg, Victoria, Australia
Target entity description: Coburg, Victoria, Australia is a residential suburb in Melbourne’s inner north known for its multicultural community and historic streetscapes.
  • A. Maryborough, Victoria, Australia
    Maryborough, Victoria, Australia is a small regional town in central Victoria known for its gold rush heritage and historic railway station.
  • B. Castlemaine, Victoria, Australia
    Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
  • C. Moorabbin, Victoria, Australia
    Moorabbin, Victoria, Australia is a suburban area in Melbourne known for its light industrial precincts and the nearby Moorabbin Airport.
  • D. 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.
  • E. City of Monash, Victoria
    The City of Monash is a local government area in Melbourne’s southeastern suburbs, named in honour of Australian military commander and engineer Sir John Monash.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25f17ec8190ac57836d36cb39db completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7ff3f808190b4a8a021f44e2176 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcabb5a08190a26c068163f48878 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd7212b88190b410b8e1cc6f56fd completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:33 a.m.