Triple

T13007583
Position Surface form Disambiguated ID Type / Status
Subject City of Palmerston E322327 entity
Predicate administers P123 FINISHED
Object 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.
E1055934 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: Palmerston, Northern Territory | Statement: [City of Palmerston, administers, Palmerston, Northern Territory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palmerston, Northern Territory
Context triple: [City of Palmerston, administers, Palmerston, Northern Territory]
  • A. 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.
  • B. Wauchope, Northern Territory
    Wauchope, Northern Territory is a small, remote locality in Australia situated near the famous Devils Marbles (Karlu Karlu) rock formations.
  • C. Katherine, Northern Territory
    Katherine is a regional town in Australia's Northern Territory that serves as a key gateway to nearby natural attractions and national parks, including Nitmiluk (Katherine Gorge).
  • D. Larrakeah
    Larrakeah is an alternative name for the Larrakia people, an Aboriginal Australian group traditionally associated with the Darwin region in the Northern Territory.
  • E. Alice Springs
    Alice Springs is a remote town in Australia’s Northern Territory, known as a gateway to the Red Centre and nearby landmarks such as Uluru and Kings Canyon.
  • 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: Palmerston, Northern Territory
Triple: [City of Palmerston, administers, Palmerston, Northern Territory]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palmerston, Northern Territory
Target entity description: 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.
  • A. 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.
  • B. Wauchope, Northern Territory
    Wauchope, Northern Territory is a small, remote locality in Australia situated near the famous Devils Marbles (Karlu Karlu) rock formations.
  • C. Katherine, Northern Territory
    Katherine is a regional town in Australia's Northern Territory that serves as a key gateway to nearby natural attractions and national parks, including Nitmiluk (Katherine Gorge).
  • D. Larrakeah
    Larrakeah is an alternative name for the Larrakia people, an Aboriginal Australian group traditionally associated with the Darwin region in the Northern Territory.
  • E. Alice Springs
    Alice Springs is a remote town in Australia’s Northern Territory, known as a gateway to the Red Centre and nearby landmarks such as Uluru and Kings Canyon.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9cf0108190b02f498c6ccc91f8 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7941e0560819080eee43a9ed0e1bb completed May 3, 2026, 6:29 p.m.
NEDg Description generation batch_69f798aab9c48190acaa78864e89411f completed May 3, 2026, 6:49 p.m.
NED2 Entity disambiguation (via description) batch_69f79943e4f4819098fa82cb6a32e08a completed May 3, 2026, 6:51 p.m.
Created at: April 9, 2026, 8:48 p.m.