Triple

T14448205
Position Surface form Disambiguated ID Type / Status
Subject Helidon E358260 entity
Predicate locatedBetween P1262 FINISHED
Object Ipswich and Toowoomba
Ipswich and Toowoomba are two major regional cities in southeast Queensland, Australia, situated inland from Brisbane and linked by key transport and economic corridors.
E1099643 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 and Toowoomba | Statement: [Helidon, locatedBetween, Ipswich and Toowoomba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ipswich and Toowoomba
Context triple: [Helidon, locatedBetween, Ipswich and Toowoomba]
  • A. 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.
  • B. 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.
  • C. Rockhampton
    Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
  • D. Townsville, Queensland
    Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
  • 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 and Toowoomba
Triple: [Helidon, locatedBetween, Ipswich and Toowoomba]
Generated description
Ipswich and Toowoomba are two major regional cities in southeast Queensland, Australia, situated inland from Brisbane and linked by key transport and economic corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ipswich and Toowoomba
Target entity description: Ipswich and Toowoomba are two major regional cities in southeast Queensland, Australia, situated inland from Brisbane and linked by key transport and economic corridors.
  • A. 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.
  • B. 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.
  • C. Rockhampton
    Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
  • D. Townsville, Queensland
    Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9160126c8190a2862a1a3dde1aff completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdf451c8190baaa3f7500eaea16 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5c549f6c819085f8aad53d2a770f completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
Created at: April 10, 2026, 1:19 a.m.