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.