Triple

T13826406
Position Surface form Disambiguated ID Type / Status
Subject Heidelberg E332259 entity
Predicate nearbySuburb P41355 FINISHED
Object Bulleen
Bulleen is a residential suburb in Melbourne, Victoria, known for its leafy streets, proximity to the Yarra River, and family-oriented community.
E1063381 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: Bulleen | Statement: [Heidelberg, nearbySuburb, Bulleen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bulleen
Context triple: [Heidelberg, nearbySuburb, Bulleen]
  • A. Subiaco
    Subiaco is a town in central Italy best known as the birthplace of Western monasticism and the site of several historic Benedictine monasteries.
  • B. Werribee
    Werribee is a suburb in Melbourne, Australia, known for its residential growth, Werribee Open Range Zoo, and historic Werribee Park Mansion.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Kurrajong
    Kurrajong is a locality in the Australian Capital Territory known for its rural character and proximity to the Ginninderra region.
  • E. Burwood
    Burwood is a suburb in Sydney’s Inner West known for its diverse community, busy commercial centre, and strong transport links to the city.
  • 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: Bulleen
Triple: [Heidelberg, nearbySuburb, Bulleen]
Generated description
Bulleen is a residential suburb in Melbourne, Victoria, known for its leafy streets, proximity to the Yarra River, and family-oriented community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bulleen
Target entity description: Bulleen is a residential suburb in Melbourne, Victoria, known for its leafy streets, proximity to the Yarra River, and family-oriented community.
  • A. Subiaco
    Subiaco is a town in central Italy best known as the birthplace of Western monasticism and the site of several historic Benedictine monasteries.
  • B. Werribee
    Werribee is a suburb in Melbourne, Australia, known for its residential growth, Werribee Open Range Zoo, and historic Werribee Park Mansion.
  • C. Kurrajong
    Kurrajong is a locality in the Australian Capital Territory known for its rural character and proximity to the Ginninderra region.
  • D. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • E. Burwood
    Burwood is a suburb in Sydney’s Inner West known for its diverse community, busy commercial centre, and strong transport links to the city.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0295d2d48190b08eba0d805bd72d completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8e85c6c81908bdf5d43b917d151 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d81f488190875e9b3f885556ab completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba936c4481908757699ff22d3904 completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.