Triple

T17652797
Position Surface form Disambiguated ID Type / Status
Subject Atherton E429536 entity
Predicate formerLocalGovernmentArea P5557 FINISHED
Object Shire of Atherton
The Shire of Atherton was a former local government area in Queensland, Australia, that administered the rural and town communities around Atherton on the Atherton Tablelands.
E1280670 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: Shire of Atherton | Statement: [Atherton, formerLocalGovernmentArea, Shire of Atherton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Atherton
Context triple: [Atherton, formerLocalGovernmentArea, Shire of Atherton]
  • A. Shire of Mareeba
    The Shire of Mareeba is a former local government area in Far North Queensland, Australia, centered on the town of Mareeba and known for its agricultural production and proximity to the Atherton Tablelands.
  • B. Shire of Hinchinbrook
    The Shire of Hinchinbrook is a local government area in North Queensland, Australia, centered on the town of Ingham and known for its sugarcane industry and proximity to the Hinchinbrook Island National Park.
  • C. Shire of Gatton
    The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
  • D. Shire of Lockhart River
    The Shire of Lockhart River is a remote local government area on the eastern Cape York Peninsula in Queensland, Australia, encompassing Indigenous communities and rugged natural landscapes.
  • E. Shire of Pittsworth
    The Shire of Pittsworth was a former local government area in Queensland, Australia, centered on the rural town of Pittsworth and surrounding agricultural districts on the Darling Downs.
  • 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: Shire of Atherton
Triple: [Atherton, formerLocalGovernmentArea, Shire of Atherton]
Generated description
The Shire of Atherton was a former local government area in Queensland, Australia, that administered the rural and town communities around Atherton on the Atherton Tablelands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Atherton
Target entity description: The Shire of Atherton was a former local government area in Queensland, Australia, that administered the rural and town communities around Atherton on the Atherton Tablelands.
  • A. Shire of Mareeba
    The Shire of Mareeba is a former local government area in Far North Queensland, Australia, centered on the town of Mareeba and known for its agricultural production and proximity to the Atherton Tablelands.
  • B. Shire of Hinchinbrook
    The Shire of Hinchinbrook is a local government area in North Queensland, Australia, centered on the town of Ingham and known for its sugarcane industry and proximity to the Hinchinbrook Island National Park.
  • C. Shire of Gatton
    The Shire of Gatton was a former local government area in Queensland, Australia, centered on the town of Gatton in the Lockyer Valley region.
  • D. Shire of Lockhart River
    The Shire of Lockhart River is a remote local government area on the eastern Cape York Peninsula in Queensland, Australia, encompassing Indigenous communities and rugged natural landscapes.
  • E. Shire of Pittsworth
    The Shire of Pittsworth was a former local government area in Queensland, Australia, centered on the rural town of Pittsworth and surrounding agricultural districts on the Darling Downs.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46e3e0ae481908382570f802d8144 completed April 19, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02165471208190801fd5118e483535 completed May 11, 2026, 5:48 p.m.
NEDg Description generation batch_6a021825b8e88190ba18669deba94cac completed May 11, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0218d29b9481909c5e48774fc6f68c completed May 11, 2026, 5:58 p.m.
Created at: April 10, 2026, 6:05 a.m.