Triple

T15573211
Position Surface form Disambiguated ID Type / Status
Subject McArthur River E374298 entity
Predicate nearbySettlement P350 FINISHED
Object Borroloola
Borroloola is a remote town in Australia's Northern Territory, situated near the Gulf of Carpentaria and serving as a service and cultural hub for surrounding Indigenous communities and pastoral regions.
 E1213587 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: Borroloola | Statement: [McArthur River, nearbySettlement, Borroloola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borroloola
Context triple: [McArthur River, nearbySettlement, Borroloola]
  • A. Tibooburra
    Tibooburra is a remote outback town in far northwestern New South Wales, Australia, known as a gateway to the Sturt National Park and the Corner Country near the borders with Queensland and South Australia.
  • B. Eungella
    Eungella is a small rural township in Queensland, Australia, known as a gateway to the surrounding Eungella National Park and its rainforest landscapes.
  • C. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • D. Kunawarritji
    Kunawarritji is a remote Aboriginal community in Western Australia that serves as an important cultural and residential centre for the Martu people.
  • E. Kunbarlang
    Kunbarlang is an Australian Aboriginal language traditionally spoken by Indigenous communities in the Maningrida region of Arnhem Land in the Northern Territory.
  • 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: Borroloola
Triple: [McArthur River, nearbySettlement, Borroloola]
Generated description
Borroloola is a remote town in Australia's Northern Territory, situated near the Gulf of Carpentaria and serving as a service and cultural hub for surrounding Indigenous communities and pastoral regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borroloola
Target entity description: Borroloola is a remote town in Australia's Northern Territory, situated near the Gulf of Carpentaria and serving as a service and cultural hub for surrounding Indigenous communities and pastoral regions.
  • A. Tibooburra
    Tibooburra is a remote outback town in far northwestern New South Wales, Australia, known as a gateway to the Sturt National Park and the Corner Country near the borders with Queensland and South Australia.
  • B. Eungella
    Eungella is a small rural township in Queensland, Australia, known as a gateway to the surrounding Eungella National Park and its rainforest landscapes.
  • C. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • D. Kunawarritji
    Kunawarritji is a remote Aboriginal community in Western Australia that serves as an important cultural and residential centre for the Martu people.
  • E. Kunbarlang
    Kunbarlang is an Australian Aboriginal language traditionally spoken by Indigenous communities in the Maningrida region of Arnhem Land in the Northern Territory.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e2025888190a2b6240296bba13e completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00456b590c8190949fd23cb5cec1e8 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a004771e5108190a7fd4f6e274e455a completed May 10, 2026, 8:53 a.m.
NED2 Entity disambiguation (via description) batch_6a00482646c88190a8e3a5299146b504 completed May 10, 2026, 8:56 a.m.
Created at: April 10, 2026, 4:10 a.m.