Triple

T22088872
Position Surface form Disambiguated ID Type / Status
Subject Bamaga Airport E545859 entity
Predicate regionServed P82 FINISHED
Object Northern Peninsula Area of Queensland
The Northern Peninsula Area of Queensland is a remote region at the northern tip of Cape York Peninsula, encompassing several Indigenous communities and serving as one of Australia's northernmost inhabited areas.
 E1519594 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: Northern Peninsula Area of Queensland | Statement: [Bamaga Airport, regionServed, Northern Peninsula Area of Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Peninsula Area of Queensland
Context triple: [Bamaga Airport, regionServed, Northern Peninsula Area of Queensland]
  • A. Central Highlands Region, Queensland
    The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
  • B. Central Coast of Queensland
    The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
  • C. 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.
  • D. North West Queensland
    North West Queensland is a sparsely populated, mineral-rich region of northwestern Queensland, Australia, known for its major mining centers and vast outback landscapes.
  • 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: Northern Peninsula Area of Queensland
Triple: [Bamaga Airport, regionServed, Northern Peninsula Area of Queensland]
Generated description
The Northern Peninsula Area of Queensland is a remote region at the northern tip of Cape York Peninsula, encompassing several Indigenous communities and serving as one of Australia's northernmost inhabited areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Peninsula Area of Queensland
Target entity description: The Northern Peninsula Area of Queensland is a remote region at the northern tip of Cape York Peninsula, encompassing several Indigenous communities and serving as one of Australia's northernmost inhabited areas.
  • A. Central Highlands Region, Queensland
    The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
  • B. Central Coast of Queensland
    The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
  • C. 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.
  • D. North West Queensland
    North West Queensland is a sparsely populated, mineral-rich region of northwestern Queensland, Australia, known for its major mining centers and vast outback landscapes.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e47ba08190a208af72a7cc176f completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f117f7c8190b34b3bd32eb0e97d completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a90ca49c48190b01c88ae7e841cb4 completed May 18, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0a915bd5748190afc5a5a6e9398564 completed May 18, 2026, 4:11 a.m.
Created at: April 16, 2026, 8:29 p.m.