Triple

T16916396
Position Surface form Disambiguated ID Type / Status
Subject Fortitude Valley E410330 entity
Predicate region P40 FINISHED
Object Brisbane CBD fringe
Brisbane CBD fringe is the inner-urban area surrounding Brisbane’s central business district, encompassing nearby mixed-use neighborhoods and commercial precincts.
E1242977 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: Brisbane CBD fringe | Statement: [Fortitude Valley, region, Brisbane CBD fringe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brisbane CBD fringe
Context triple: [Fortitude Valley, region, Brisbane CBD fringe]
  • A. Western Suburbs of Brisbane
    The Western Suburbs of Brisbane are a predominantly residential, leafy area west of Brisbane’s central business district, known for riverside neighborhoods, established schools, and convenient access to the city.
  • B. South Brisbane
    South Brisbane is an inner-city electoral district and suburb of Brisbane, Queensland, known for its cultural precinct, riverside parklands, and vibrant dining and entertainment scene.
  • C. East Brisbane
    East Brisbane is an inner-city riverside suburb of Brisbane, Queensland, known for its mix of historic homes, local parks, and proximity to the CBD.
  • D. Brisbane Northside
    Brisbane Northside is the northern suburban region of Brisbane, Queensland, encompassing a mix of residential, commercial, and industrial areas north of the Brisbane River.
  • E. Greater Brisbane
    Greater Brisbane is the expansive metropolitan region centered on the city of Brisbane in Queensland, Australia, encompassing its surrounding suburbs and urban 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: Brisbane CBD fringe
Triple: [Fortitude Valley, region, Brisbane CBD fringe]
Generated description
Brisbane CBD fringe is the inner-urban area surrounding Brisbane’s central business district, encompassing nearby mixed-use neighborhoods and commercial precincts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brisbane CBD fringe
Target entity description: Brisbane CBD fringe is the inner-urban area surrounding Brisbane’s central business district, encompassing nearby mixed-use neighborhoods and commercial precincts.
  • A. Western Suburbs of Brisbane
    The Western Suburbs of Brisbane are a predominantly residential, leafy area west of Brisbane’s central business district, known for riverside neighborhoods, established schools, and convenient access to the city.
  • B. South Brisbane
    South Brisbane is an inner-city electoral district and suburb of Brisbane, Queensland, known for its cultural precinct, riverside parklands, and vibrant dining and entertainment scene.
  • C. East Brisbane
    East Brisbane is an inner-city riverside suburb of Brisbane, Queensland, known for its mix of historic homes, local parks, and proximity to the CBD.
  • D. Brisbane Northside
    Brisbane Northside is the northern suburban region of Brisbane, Queensland, encompassing a mix of residential, commercial, and industrial areas north of the Brisbane River.
  • E. Greater Brisbane
    Greater Brisbane is the expansive metropolitan region centered on the city of Brisbane in Queensland, Australia, encompassing its surrounding suburbs and urban 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca413c408190b3d0af9993b7b825 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d458902481908f79cd5a9f72f7fd completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d4e10e848190aaa2a83012cb58ba completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:30 a.m.