Triple

T14592181
Position Surface form Disambiguated ID Type / Status
Subject Ipswich City Council area E342471 entity
Predicate containsSettlement P847 FINISHED
Object Bundamba
Bundamba is a suburb of Ipswich in South East Queensland, Australia, known for its residential areas, industrial facilities, and proximity to major transport routes.
 E1167780 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: Bundamba | Statement: [Ipswich City Council area, containsSettlement, Bundamba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bundamba
Context triple: [Ipswich City Council area, containsSettlement, Bundamba]
  • A. Bundanoon
    Bundanoon is a picturesque village in New South Wales, Australia, known for its proximity to Morton National Park, bushwalking trails, and its role as a popular getaway in the Southern Highlands region.
  • B. Yarrabilba
    Yarrabilba is a rapidly growing master-planned residential community located within Logan City in Queensland, Australia.
  • C. Wamberal
    Wamberal is a coastal suburb on the Central Coast of New South Wales, Australia, known for its long sandy beach and residential lifestyle.
  • D. Kalbarri
    Kalbarri is a coastal town in Western Australia known for its dramatic seaside cliffs, beaches, and proximity to Kalbarri National Park with its striking river gorges and wildflower displays.
  • E. Goondiwindi
    Goondiwindi is a rural town in southwestern Queensland, Australia, known as an agricultural and transport hub near the New South Wales border.
  • 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: Bundamba
Triple: [Ipswich City Council area, containsSettlement, Bundamba]
Generated description
Bundamba is a suburb of Ipswich in South East Queensland, Australia, known for its residential areas, industrial facilities, and proximity to major transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bundamba
Target entity description: Bundamba is a suburb of Ipswich in South East Queensland, Australia, known for its residential areas, industrial facilities, and proximity to major transport routes.
  • A. Bundanoon
    Bundanoon is a picturesque village in New South Wales, Australia, known for its proximity to Morton National Park, bushwalking trails, and its role as a popular getaway in the Southern Highlands region.
  • B. Yarrabilba
    Yarrabilba is a rapidly growing master-planned residential community located within Logan City in Queensland, Australia.
  • C. Wamberal
    Wamberal is a coastal suburb on the Central Coast of New South Wales, Australia, known for its long sandy beach and residential lifestyle.
  • D. Kalbarri
    Kalbarri is a coastal town in Western Australia known for its dramatic seaside cliffs, beaches, and proximity to Kalbarri National Park with its striking river gorges and wildflower displays.
  • E. Goondiwindi
    Goondiwindi is a rural town in southwestern Queensland, Australia, known as an agricultural and transport hub near the New South Wales border.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f21a97c819082b59b343ef337ec completed May 9, 2026, 4:21 p.m.
NEDg Description generation batch_69ff609eafb881909eb69307d41ab676 completed May 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69ff612340748190987e567e43460f62 completed May 9, 2026, 4:30 p.m.
Created at: April 10, 2026, 1:24 a.m.