Triple

T11815721
Position Surface form Disambiguated ID Type / Status
Subject Tony Lockett E280994 entity
Predicate placeOfBirth P1 FINISHED
Object Ballarat, Victoria, Australia
Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
E947671 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: Ballarat, Victoria, Australia | Statement: [Tony Lockett, placeOfBirth, Ballarat, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ballarat, Victoria, Australia
Context triple: [Tony Lockett, placeOfBirth, Ballarat, 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. 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.
  • C. 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.
  • 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. 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: Ballarat, Victoria, Australia
Triple: [Tony Lockett, placeOfBirth, Ballarat, Victoria, Australia]
Generated description
Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ballarat, Victoria, Australia
Target entity description: Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
  • 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. 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.
  • C. 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.
  • 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. 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5ccbbd481908c9013cb5a50c079 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131b62abc8190a02f584541baaee5 completed April 28, 2026, 10:16 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.