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.