Triple

T4304112
Position Surface form Disambiguated ID Type / Status
Subject Fraser Coast Region E99911 entity
Predicate containsSettlement P847 FINISHED
Object Tiaro Hinterland
Tiaro Hinterland is a rural locality in Queensland, Australia, situated within the Fraser Coast Region and characterized by its agricultural landscapes and low-density population.
E429443 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: Tiaro Hinterland | Statement: [Fraser Coast Region, containsSettlement, Tiaro Hinterland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tiaro Hinterland
Context triple: [Fraser Coast Region, containsSettlement, Tiaro Hinterland]
  • A. Burragorang Valley
    Burragorang Valley is a scenic valley in New South Wales, Australia, known for its deep cultural significance to Aboriginal peoples and for being largely inundated by Lake Burragorang, Sydney’s main water supply reservoir.
  • B. Maranoa Region
    Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • C. Nambucca Valley
    Nambucca Valley is a local government area and picturesque rural-coastal region on the Mid North Coast of New South Wales, Australia.
  • D. Lachlan Valley
    Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
  • E. Arkaroola region
    The Arkaroola region is a remote, rugged wilderness area in South Australia's northern Flinders Ranges, renowned for its dramatic geology, arid mountain landscapes, and dark-sky stargazing.
  • 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: Tiaro Hinterland
Triple: [Fraser Coast Region, containsSettlement, Tiaro Hinterland]
Generated description
Tiaro Hinterland is a rural locality in Queensland, Australia, situated within the Fraser Coast Region and characterized by its agricultural landscapes and low-density population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tiaro Hinterland
Target entity description: Tiaro Hinterland is a rural locality in Queensland, Australia, situated within the Fraser Coast Region and characterized by its agricultural landscapes and low-density population.
  • A. Burragorang Valley
    Burragorang Valley is a scenic valley in New South Wales, Australia, known for its deep cultural significance to Aboriginal peoples and for being largely inundated by Lake Burragorang, Sydney’s main water supply reservoir.
  • B. Maranoa Region
    Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • C. Nambucca Valley
    Nambucca Valley is a local government area and picturesque rural-coastal region on the Mid North Coast of New South Wales, Australia.
  • D. Lachlan Valley
    Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
  • E. Arkaroola region
    The Arkaroola region is a remote, rugged wilderness area in South Australia's northern Flinders Ranges, renowned for its dramatic geology, arid mountain landscapes, and dark-sky stargazing.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350b8e1cc819094ce3d6f6c8da767 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c7507f1081909cf737dff00542d9 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c909b7848190bbe00249e0c9e555 completed March 14, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69b5c97117088190972bba5dbc1553f7 completed March 14, 2026, 8:47 p.m.
Created at: March 12, 2026, 11:09 p.m.