Triple

T16659527
Position Surface form Disambiguated ID Type / Status
Subject Biloela E404818 entity
Predicate localGovernmentArea P3379 FINISHED
Object Shire of Banana
The Shire of Banana is a rural local government area in Central Queensland, Australia, known for its agricultural and mining industries and administrative centre in the town of Biloela.
E1227552 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 Banana | Statement: [Biloela, localGovernmentArea, Shire of Banana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shire of Banana
Context triple: [Biloela, localGovernmentArea, Shire of Banana]
  • A. Shire of Cook
    The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
  • B. Shire of Murilla
    The Shire of Murilla was a former local government area in Queensland, Australia, that was later amalgamated into the Western Downs Region.
  • C. Shire of Redland
    The Shire of Redland was a former local government area in southeastern Queensland, Australia, that governed the Redland region before its reclassification as Redland City.
  • D. Shire of Douglas
    The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
  • E. 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.
  • 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 Banana
Triple: [Biloela, localGovernmentArea, Shire of Banana]
Generated description
The Shire of Banana is a rural local government area in Central Queensland, Australia, known for its agricultural and mining industries and administrative centre in the town of Biloela.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shire of Banana
Target entity description: The Shire of Banana is a rural local government area in Central Queensland, Australia, known for its agricultural and mining industries and administrative centre in the town of Biloela.
  • A. Shire of Cook
    The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
  • B. Shire of Murilla
    The Shire of Murilla was a former local government area in Queensland, Australia, that was later amalgamated into the Western Downs Region.
  • C. Shire of Redland
    The Shire of Redland was a former local government area in southeastern Queensland, Australia, that governed the Redland region before its reclassification as Redland City.
  • D. Shire of Douglas
    The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
  • E. 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.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bfcbb6881909c0419174dd017dc completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a30e55c8190a5047656b9873a0e completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008b30c6688190845e23c1df7ff96a completed May 10, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_6a008bfe16a48190bae435a7cd943c28 completed May 10, 2026, 1:45 p.m.
Created at: April 10, 2026, 5:18 a.m.