Triple

T21626070
Position Surface form Disambiguated ID Type / Status
Subject Northern Peninsula Area Region E533704 entity
Predicate hasLocalGovernmentAreaCode P47979 FINISHED
Object QLD NPA (informal designation)
QLD NPA is an informal designation used for the Northern Peninsula Area Region local government area at the northern tip of Cape York Peninsula in Queensland, Australia.
E1494597 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: QLD NPA (informal designation) | Statement: [Northern Peninsula Area Region, hasLocalGovernmentAreaCode, QLD NPA (informal designation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: QLD NPA (informal designation)
Context triple: [Northern Peninsula Area Region, hasLocalGovernmentAreaCode, QLD NPA (informal designation)]
  • A. NEM Queensland region
    The NEM Queensland region is the part of Australia’s National Electricity Market covering the state of Queensland, where generators and retailers trade wholesale electricity across the interconnected eastern grid.
  • B. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • C. Queensland Police Service
    The Queensland Police Service is the primary law enforcement agency responsible for policing and public safety across the Australian state of Queensland.
  • D. Queensland State Emergency Service
    The Queensland State Emergency Service is a volunteer-based emergency and rescue organization in Queensland, Australia, that assists communities during disasters and emergencies such as floods, storms, and search and rescue operations.
  • E. North Queensland
    North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
  • 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: QLD NPA (informal designation)
Triple: [Northern Peninsula Area Region, hasLocalGovernmentAreaCode, QLD NPA (informal designation)]
Generated description
QLD NPA is an informal designation used for the Northern Peninsula Area Region local government area at the northern tip of Cape York Peninsula in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: QLD NPA (informal designation)
Target entity description: QLD NPA is an informal designation used for the Northern Peninsula Area Region local government area at the northern tip of Cape York Peninsula in Queensland, Australia.
  • A. NEM Queensland region
    The NEM Queensland region is the part of Australia’s National Electricity Market covering the state of Queensland, where generators and retailers trade wholesale electricity across the interconnected eastern grid.
  • B. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • C. Queensland Police Service
    The Queensland Police Service is the primary law enforcement agency responsible for policing and public safety across the Australian state of Queensland.
  • D. Queensland State Emergency Service
    The Queensland State Emergency Service is a volunteer-based emergency and rescue organization in Queensland, Australia, that assists communities during disasters and emergencies such as floods, storms, and search and rescue operations.
  • E. North Queensland
    North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52131f2c8190b9966adf43a0fe4f completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f92ff3881908f6319ef93abf078 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10106ab4819096045effbbdfe95e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10c8c5bc8190add0ee63eb338964 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.