Triple

T12140924
Position Surface form Disambiguated ID Type / Status
Subject Robert Henry Best (Australian politician) E289178 entity
Predicate placeOfBirth P1 FINISHED
Object Fitzroy, Victoria, Australia
Fitzroy is an inner-city suburb of Melbourne, Victoria, known for its vibrant arts scene, historic Victorian-era architecture, and bohemian culture.
E970149 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: Fitzroy, Victoria, Australia | Statement: [Robert Henry Best (Australian politician), placeOfBirth, Fitzroy, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fitzroy, Victoria, Australia
Context triple: [Robert Henry Best (Australian politician), placeOfBirth, Fitzroy, Victoria, Australia]
  • A. 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.
  • B. Footscray, Victoria, Australia
    Footscray, Victoria, Australia is an inner-western suburb of Melbourne known for its cultural diversity, working-class roots, and vibrant food and arts scene.
  • C. Essendon, Victoria
    Essendon, Victoria is a residential suburb in Melbourne, Australia, known for its historic streetscapes, proximity to the city, and association with the Essendon Football Club.
  • D. 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.
  • E. 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.
  • 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: Fitzroy, Victoria, Australia
Triple: [Robert Henry Best (Australian politician), placeOfBirth, Fitzroy, Victoria, Australia]
Generated description
Fitzroy is an inner-city suburb of Melbourne, Victoria, known for its vibrant arts scene, historic Victorian-era architecture, and bohemian culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fitzroy, Victoria, Australia
Target entity description: Fitzroy is an inner-city suburb of Melbourne, Victoria, known for its vibrant arts scene, historic Victorian-era architecture, and bohemian culture.
  • A. 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.
  • B. Footscray, Victoria, Australia
    Footscray, Victoria, Australia is an inner-western suburb of Melbourne known for its cultural diversity, working-class roots, and vibrant food and arts scene.
  • C. Essendon, Victoria
    Essendon, Victoria is a residential suburb in Melbourne, Australia, known for its historic streetscapes, proximity to the city, and association with the Essendon Football Club.
  • D. 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.
  • E. 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.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915a9838081909622cc14df2a2582 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a7baee88190a32a5a3cd0b8a326 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdb39f48190ad6bc51db6c34163 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:49 p.m.