Triple

T6861683
Position Surface form Disambiguated ID Type / Status
Subject Creswick campus E158293 entity
Predicate locatedIn P40 FINISHED
Object Creswick, Victoria
Creswick, Victoria is a historic gold-mining town in central Victoria, Australia, known for its heritage streetscapes, surrounding forests, and role as a regional service and education hub.
E624380 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: Creswick, Victoria | Statement: [Creswick campus, locatedIn, Creswick, Victoria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Creswick, Victoria
Context triple: [Creswick campus, locatedIn, Creswick, Victoria]
  • A. Tullamarine, Victoria
    Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
  • B. Fawkner, Victoria
    Fawkner, Victoria is a suburb in Melbourne, Australia, known as a residential area with significant historical and community facilities.
  • C. Stevenston
    Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
  • D. Dandenong, Victoria
    Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
  • E. Hawthorn, Victoria
    Hawthorn, Victoria is an inner suburb of Melbourne, Australia, known for its historic architecture, leafy streets, and vibrant mix of residential, educational, and commercial 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: Creswick, Victoria
Triple: [Creswick campus, locatedIn, Creswick, Victoria]
Generated description
Creswick, Victoria is a historic gold-mining town in central Victoria, Australia, known for its heritage streetscapes, surrounding forests, and role as a regional service and education hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Creswick, Victoria
Target entity description: Creswick, Victoria is a historic gold-mining town in central Victoria, Australia, known for its heritage streetscapes, surrounding forests, and role as a regional service and education hub.
  • A. Tullamarine, Victoria
    Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
  • B. Fawkner, Victoria
    Fawkner, Victoria is a suburb in Melbourne, Australia, known as a residential area with significant historical and community facilities.
  • C. Stevenston
    Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
  • D. Dandenong, Victoria
    Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
  • E. Hawthorn, Victoria
    Hawthorn, Victoria is an inner suburb of Melbourne, Australia, known for its historic architecture, leafy streets, and vibrant mix of residential, educational, and commercial 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d887d6648190a0c2d1cb1b284bfe completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fed3e788190b2b68fc93173f73e completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c7361177ac8190b1e06cb15d258d0f completed March 28, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69c7381015a081909f9b32732f826d2c completed March 28, 2026, 2:08 a.m.
Created at: March 27, 2026, 2:21 p.m.