Triple

T16848690
Position Surface form Disambiguated ID Type / Status
Subject Barkly Regional Council E409612 entity
Predicate administers P123 FINISHED
Object Imanpa outstations in Barkly region
Imanpa outstations in the Barkly region are small, remote Aboriginal community settlements whose local governance and services are overseen by the Barkly Regional Council.
E1236216 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: Imanpa outstations in Barkly region | Statement: [Barkly Regional Council, administers, Imanpa outstations in Barkly region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imanpa outstations in Barkly region
Context triple: [Barkly Regional Council, administers, Imanpa outstations in Barkly region]
  • A. Hermannsburg region
    The Hermannsburg region is a remote area of Central Australia known for its Aboriginal community and as the birthplace of the renowned Hermannsburg School of watercolour landscape painting.
  • B. Palm Valley, Central Australia
    Palm Valley in Central Australia is a remote, oasis-like gorge within Finke Gorge National Park, known for its rare red cabbage palms, striking red sandstone cliffs, and desert waterholes.
  • C. Ediacara pastoral station
    Ediacara pastoral station is a historic pastoral property in South Australia associated with the nearby Ediacara Hills, known for their significant fossil discoveries.
  • D. Barraba region
    The Barraba region is a rural area in northern New South Wales, Australia, known for its agricultural activities, natural landscapes, and small-town communities.
  • E. Pukatja (Ernabella)
    Pukatja (Ernabella) is a remote Aboriginal community in South Australia that serves as a key cultural and administrative centre for Pitjantjatjara people, known especially for its longstanding Ernabella Arts centre.
  • 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: Imanpa outstations in Barkly region
Triple: [Barkly Regional Council, administers, Imanpa outstations in Barkly region]
Generated description
Imanpa outstations in the Barkly region are small, remote Aboriginal community settlements whose local governance and services are overseen by the Barkly Regional Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imanpa outstations in Barkly region
Target entity description: Imanpa outstations in the Barkly region are small, remote Aboriginal community settlements whose local governance and services are overseen by the Barkly Regional Council.
  • A. Hermannsburg region
    The Hermannsburg region is a remote area of Central Australia known for its Aboriginal community and as the birthplace of the renowned Hermannsburg School of watercolour landscape painting.
  • B. Palm Valley, Central Australia
    Palm Valley in Central Australia is a remote, oasis-like gorge within Finke Gorge National Park, known for its rare red cabbage palms, striking red sandstone cliffs, and desert waterholes.
  • C. Ediacara pastoral station
    Ediacara pastoral station is a historic pastoral property in South Australia associated with the nearby Ediacara Hills, known for their significant fossil discoveries.
  • D. Barraba region
    The Barraba region is a rural area in northern New South Wales, Australia, known for its agricultural activities, natural landscapes, and small-town communities.
  • E. Pukatja (Ernabella)
    Pukatja (Ernabella) is a remote Aboriginal community in South Australia that serves as a key cultural and administrative centre for Pitjantjatjara people, known especially for its longstanding Ernabella Arts centre.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b377b5d881909f0878dd9957f3bc completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb1d555c8190883c82e562b7bfe9 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbb628208190b0be62a333e7e442 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc3a4b888190bd190b9330e2777d completed May 10, 2026, 5:11 p.m.
Created at: April 10, 2026, 5:24 a.m.