Triple

T1750853
Position Surface form Disambiguated ID Type / Status
Subject RAAF Base Amberley E38436 entity
Predicate location P40 FINISHED
Object Ipswich, Queensland
Ipswich, Queensland is a historic city in South East Queensland, Australia, known for its heritage architecture, growing urban population, and role as a regional industrial and defense hub.
 E196928 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: Ipswich, Queensland | Statement: [RAAF Base Amberley, location, Ipswich, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ipswich, Queensland
Context triple: [RAAF Base Amberley, location, Ipswich, Queensland]
  • A. Winton, Queensland
    Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
  • B. Bundaberg
    Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
  • C. Toowoomba
    Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
  • D. Nambour
    Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
  • E. Tweed Heads
    Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
  • 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: Ipswich, Queensland
Triple: [RAAF Base Amberley, location, Ipswich, Queensland]
Generated description
Ipswich, Queensland is a historic city in South East Queensland, Australia, known for its heritage architecture, growing urban population, and role as a regional industrial and defense hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ipswich, Queensland
Target entity description: Ipswich, Queensland is a historic city in South East Queensland, Australia, known for its heritage architecture, growing urban population, and role as a regional industrial and defense hub.
  • A. Winton, Queensland
    Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
  • B. Bundaberg
    Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
  • C. Toowoomba
    Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
  • D. Nambour
    Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
  • E. Tweed Heads
    Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6411cc788190a052b029dbffa7ca completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e40cb88190953c639ee2464a54 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4e28830819082ed7facee14587f completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.