Triple

T17649358
Position Surface form Disambiguated ID Type / Status
Subject Local government areas of Queensland E429444 entity
Predicate hasPart P35 FINISHED
Object Cook Shire
Cook Shire is a vast local government area in Far North Queensland, Australia, encompassing much of Cape York Peninsula and numerous remote communities.
 E1280443 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: Cook Shire | Statement: [Local government areas of Queensland, hasPart, Cook Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cook Shire
Context triple: [Local government areas of Queensland, hasPart, Cook Shire]
  • A. Singleton Shire
    Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
  • B. Uralla Shire
    Uralla Shire is a local government area in the New England region of New South Wales, Australia, encompassing the town of Uralla and surrounding rural communities.
  • C. Northfarthing
    Northfarthing is one of the four principal divisions of the Shire in J.R.R. Tolkien’s Middle-earth, known for its rural hobbit settlements and northern location.
  • D. Oberon Shire
    Oberon Shire is a local government area in the Central Tablelands region of New South Wales, Australia, known for its rural landscapes, forestry, and proximity to Jenolan Caves and the Blue Mountains.
  • E. Banana Shire
    Banana Shire is a large rural local government area in Central Queensland, Australia, known for its agriculture, mining, and small town communities.
  • 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: Cook Shire
Triple: [Local government areas of Queensland, hasPart, Cook Shire]
Generated description
Cook Shire is a vast local government area in Far North Queensland, Australia, encompassing much of Cape York Peninsula and numerous remote communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cook Shire
Target entity description: Cook Shire is a vast local government area in Far North Queensland, Australia, encompassing much of Cape York Peninsula and numerous remote communities.
  • A. Singleton Shire
    Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
  • B. Uralla Shire
    Uralla Shire is a local government area in the New England region of New South Wales, Australia, encompassing the town of Uralla and surrounding rural communities.
  • C. Northfarthing
    Northfarthing is one of the four principal divisions of the Shire in J.R.R. Tolkien’s Middle-earth, known for its rural hobbit settlements and northern location.
  • D. Oberon Shire
    Oberon Shire is a local government area in the Central Tablelands region of New South Wales, Australia, known for its rural landscapes, forestry, and proximity to Jenolan Caves and the Blue Mountains.
  • E. Banana Shire
    Banana Shire is a large rural local government area in Central Queensland, Australia, known for its agriculture, mining, and small town communities.
  • 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_69e46e3bc2f8819092e3365d9e798386 completed April 19, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0216529e288190a4ebb909d0d20f51 completed May 11, 2026, 5:48 p.m.
NEDg Description generation batch_6a021771904c819082f7080ea0b0a309 completed May 11, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_6a02183df9b48190ada384396946e4a3 completed May 11, 2026, 5:56 p.m.
Created at: April 10, 2026, 6:05 a.m.