Triple
T7754136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mallee region |
E175845
|
entity |
| Predicate | biogeographicRegion |
P948
|
FINISHED |
| Object |
Murray Mallee
Murray Mallee is a semi-arid, mallee-dominated biogeographic region in southeastern Australia characterized by low-growing eucalypt scrub, sandy soils, and dryland agriculture.
|
E686504
|
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: Murray Mallee | Statement: [Mallee region, biogeographicRegion, Murray Mallee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Mallee Context triple: [Mallee region, biogeographicRegion, Murray Mallee]
-
A.
Loddon Mallee
Loddon Mallee is a predominantly rural region in north-western Victoria, Australia, known for its agricultural production, historic goldfields towns, and the regional city of Bendigo.
-
B.
Yarramundi
Yarramundi was a prominent Darug elder and leader in early colonial New South Wales, known for his role as a key Aboriginal intermediary with British settlers.
-
C.
Tullamarine
Tullamarine is a suburb in Melbourne, Australia, best known for being the location of Melbourne Airport.
-
D.
Yarram
Yarram is a small rural town in eastern Victoria, Australia, known as a service and tourism hub for the surrounding South Gippsland farming and coastal regions.
-
E.
Tooronga
Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
- 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: Murray Mallee Triple: [Mallee region, biogeographicRegion, Murray Mallee]
Generated description
Murray Mallee is a semi-arid, mallee-dominated biogeographic region in southeastern Australia characterized by low-growing eucalypt scrub, sandy soils, and dryland agriculture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray Mallee Target entity description: Murray Mallee is a semi-arid, mallee-dominated biogeographic region in southeastern Australia characterized by low-growing eucalypt scrub, sandy soils, and dryland agriculture.
-
A.
Loddon Mallee
Loddon Mallee is a predominantly rural region in north-western Victoria, Australia, known for its agricultural production, historic goldfields towns, and the regional city of Bendigo.
-
B.
Yarramundi
Yarramundi was a prominent Darug elder and leader in early colonial New South Wales, known for his role as a key Aboriginal intermediary with British settlers.
-
C.
Tullamarine
Tullamarine is a suburb in Melbourne, Australia, best known for being the location of Melbourne Airport.
-
D.
Yarram
Yarram is a small rural town in eastern Victoria, Australia, known as a service and tourism hub for the surrounding South Gippsland farming and coastal regions.
-
E.
Tooronga
Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
- 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_69c6996180088190832e38e8d83ff54a |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703d851d4819091e9117d3f34cb9a |
completed | March 27, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be5dbf5881908d07d70c8ae061a5 |
completed | March 29, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69c8bfc8256081908a6ae947d783f19f |
completed | March 29, 2026, 5:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c02e7a548190b2c5ad84e4c3f1fb |
completed | March 29, 2026, 6:01 a.m. |
Created at: March 27, 2026, 4:08 p.m.