Triple

T14682658
Position Surface form Disambiguated ID Type / Status
Subject Broadmeadows E344825 entity
Predicate hasNearbySuburb P41355 FINISHED
Object Coolaroo
Coolaroo is a residential suburb in Melbourne, Victoria, Australia, known for its diverse community and proximity to major transport links and industrial areas.
E1113490 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: Coolaroo | Statement: [Broadmeadows, hasNearbySuburb, Coolaroo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coolaroo
Context triple: [Broadmeadows, hasNearbySuburb, Coolaroo]
  • A. Cooee
    Cooee is a coastal suburb of Burnie in north-west Tasmania, Australia, known for its residential areas and proximity to Bass Strait.
  • B. Coobowie
    Coobowie is a small coastal township on the Yorke Peninsula in South Australia, known for its quiet beaches, fishing, and nearby conservation park.
  • C. Koori Mail
    Koori Mail is an Australian Indigenous-owned and -controlled newspaper that focuses on news, issues, and perspectives relevant to Aboriginal and Torres Strait Islander communities.
  • D. The Cool
    The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • E. Bondi Blue
    Bondi Blue is the iconic translucent blue-green color used on the original iMac G3 that became a symbol of late-1990s Apple design.
  • 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: Coolaroo
Triple: [Broadmeadows, hasNearbySuburb, Coolaroo]
Generated description
Coolaroo is a residential suburb in Melbourne, Victoria, Australia, known for its diverse community and proximity to major transport links and industrial areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coolaroo
Target entity description: Coolaroo is a residential suburb in Melbourne, Victoria, Australia, known for its diverse community and proximity to major transport links and industrial areas.
  • A. Cooee
    Cooee is a coastal suburb of Burnie in north-west Tasmania, Australia, known for its residential areas and proximity to Bass Strait.
  • B. Coobowie
    Coobowie is a small coastal township on the Yorke Peninsula in South Australia, known for its quiet beaches, fishing, and nearby conservation park.
  • C. Koori Mail
    Koori Mail is an Australian Indigenous-owned and -controlled newspaper that focuses on news, issues, and perspectives relevant to Aboriginal and Torres Strait Islander communities.
  • D. The Cool
    The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • E. Bondi Blue
    Bondi Blue is the iconic translucent blue-green color used on the original iMac G3 that became a symbol of late-1990s Apple design.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb56a51ec8190941684fd562a7182 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde182dab08190aac2ff2db666ee69 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5efec48819098c55c7b4abcc7a5 completed May 8, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69fde66b1bf881908072a50d43a527f2 completed May 8, 2026, 1:34 p.m.
Created at: April 10, 2026, 1:28 a.m.