Triple

T16136242
Position Surface form Disambiguated ID Type / Status
Subject South West Queensland E391533 entity
Predicate contains P35 FINISHED
Object town of Dirranbandi
The town of Dirranbandi is a small rural community in southwestern Queensland, Australia, known for its cotton and agricultural production and its location near the New South Wales border.
E1195634 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: town of Dirranbandi | Statement: [South West Queensland, contains, town of Dirranbandi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: town of Dirranbandi
Context triple: [South West Queensland, contains, town of Dirranbandi]
  • A. Dayboro
    Dayboro is a small rural township in Queensland, Australia, known for its country charm, historic buildings, and role as a gateway to the scenic hinterland northwest of Brisbane.
  • B. Bundarra
    Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
  • C. Nhulunbuy township
    Nhulunbuy township is a remote mining town in northeast Arnhem Land, Northern Territory, Australia, known for its role as a service and residential hub for nearby bauxite and alumina operations.
  • D. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • E. Burketown
    Burketown is a remote outback town in northwestern Queensland, Australia, known as a gateway to the Gulf of Carpentaria and for its fishing and unique natural phenomena like the Morning Glory cloud.
  • 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: town of Dirranbandi
Triple: [South West Queensland, contains, town of Dirranbandi]
Generated description
The town of Dirranbandi is a small rural community in southwestern Queensland, Australia, known for its cotton and agricultural production and its location near the New South Wales border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: town of Dirranbandi
Target entity description: The town of Dirranbandi is a small rural community in southwestern Queensland, Australia, known for its cotton and agricultural production and its location near the New South Wales border.
  • A. Dayboro
    Dayboro is a small rural township in Queensland, Australia, known for its country charm, historic buildings, and role as a gateway to the scenic hinterland northwest of Brisbane.
  • B. Bundarra
    Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
  • C. Nhulunbuy township
    Nhulunbuy township is a remote mining town in northeast Arnhem Land, Northern Territory, Australia, known for its role as a service and residential hub for nearby bauxite and alumina operations.
  • D. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • E. Burketown
    Burketown is a remote outback town in northwestern Queensland, Australia, known as a gateway to the Gulf of Carpentaria and for its fishing and unique natural phenomena like the Morning Glory cloud.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a05148c8190bc2b98217fda23cc completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b39bbc8190a2cb77a3f0a329fd completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3806ab08190b2450b0f1f4bfc3c completed May 10, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fff3f4f20c8190902df70625d3aad0 completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.