Triple

T15826584
Position Surface form Disambiguated ID Type / Status
Subject Nhulunbuy Primary School E383758 entity
Predicate locatedIn P40 FINISHED
Object Nhulunbuy, Northern Territory, Australia
Nhulunbuy, in Australia's Northern Territory, is a remote mining town on the Gove Peninsula known for its bauxite operations, Indigenous Yolngu culture, and access to Arnhem Land’s coastal wilderness.
E1178772 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: Nhulunbuy, Northern Territory, Australia | Statement: [Nhulunbuy Primary School, locatedIn, Nhulunbuy, Northern Territory, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nhulunbuy, Northern Territory, Australia
Context triple: [Nhulunbuy Primary School, locatedIn, Nhulunbuy, Northern Territory, Australia]
  • A. Wauchope, Northern Territory
    Wauchope, Northern Territory is a small, remote locality in Australia situated near the famous Devils Marbles (Karlu Karlu) rock formations.
  • B. Outback Northern Territory
    Outback Northern Territory is a vast, sparsely populated region of central Australia known for its arid desert landscapes, remote communities, and rugged natural features.
  • C. Hermannsburg, Northern Territory
    Hermannsburg, Northern Territory is a historic Aboriginal community and former Lutheran mission in central Australia, renowned as the birthplace of the Hermannsburg School of watercolour landscape painting.
  • D. Palmerston, Northern Territory
    Palmerston, Northern Territory is a planned satellite city near Darwin in Australia’s Top End, known for its rapidly growing residential communities and role as a service and commercial hub for the surrounding region.
  • E. Wallangarra, Queensland
    Wallangarra, Queensland is a small rural town on the New South Wales–Queensland border known historically as a key break-of-gauge railway junction.
  • 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: Nhulunbuy, Northern Territory, Australia
Triple: [Nhulunbuy Primary School, locatedIn, Nhulunbuy, Northern Territory, Australia]
Generated description
Nhulunbuy, in Australia's Northern Territory, is a remote mining town on the Gove Peninsula known for its bauxite operations, Indigenous Yolngu culture, and access to Arnhem Land’s coastal wilderness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nhulunbuy, Northern Territory, Australia
Target entity description: Nhulunbuy, in Australia's Northern Territory, is a remote mining town on the Gove Peninsula known for its bauxite operations, Indigenous Yolngu culture, and access to Arnhem Land’s coastal wilderness.
  • A. Wauchope, Northern Territory
    Wauchope, Northern Territory is a small, remote locality in Australia situated near the famous Devils Marbles (Karlu Karlu) rock formations.
  • B. Outback Northern Territory
    Outback Northern Territory is a vast, sparsely populated region of central Australia known for its arid desert landscapes, remote communities, and rugged natural features.
  • C. Hermannsburg, Northern Territory
    Hermannsburg, Northern Territory is a historic Aboriginal community and former Lutheran mission in central Australia, renowned as the birthplace of the Hermannsburg School of watercolour landscape painting.
  • D. Palmerston, Northern Territory
    Palmerston, Northern Territory is a planned satellite city near Darwin in Australia’s Top End, known for its rapidly growing residential communities and role as a service and commercial hub for the surrounding region.
  • E. Wallangarra, Queensland
    Wallangarra, Queensland is a small rural town on the New South Wales–Queensland border known historically as a key break-of-gauge railway junction.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e11e60fe748190baa49c49605efd0d completed April 16, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff999da5008190921b3f129787999e completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a82cadc8190a57f40062d29a998 completed May 9, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b5dbf80819085fdfcdff424511b completed May 9, 2026, 8:38 p.m.
Created at: April 10, 2026, 4:49 a.m.