Triple
T12388873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Great Cumbung Swamp |
E295939
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Murray–Darling Basin wetland network
The Murray–Darling Basin wetland network is an interconnected system of ecologically significant wetlands across southeastern Australia that supports rich biodiversity and plays a crucial role in regional water regulation and habitat conservation.
|
E981444
|
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–Darling Basin wetland network | Statement: [Great Cumbung Swamp, isPartOf, Murray–Darling Basin wetland network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray–Darling Basin wetland network Context triple: [Great Cumbung Swamp, isPartOf, Murray–Darling Basin wetland network]
-
A.
Jerrabomberra Wetlands
Jerrabomberra Wetlands is a protected wetland reserve in Canberra, Australia, renowned for its rich birdlife, diverse aquatic habitats, and role as an important urban nature conservation area.
-
B.
Macquarie Marshes
Macquarie Marshes is one of the largest remaining inland semi-permanent wetlands in southeastern Australia, renowned for its rich biodiversity and importance as a breeding habitat for waterbirds.
-
C.
Mary River wetlands
The Mary River wetlands are an extensive and ecologically rich floodplain and wetland system in Australia’s tropical north, renowned for their diverse birdlife, crocodile populations, and seasonal flooding.
-
D.
Murrumbidgee floodplain
The Murrumbidgee floodplain is a broad, low-lying riverine landscape in southeastern Australia characterized by periodically inundated wetlands, billabongs, and fertile alluvial soils that support rich ecosystems and agriculture.
-
E.
Murray River floodplain
The Murray River floodplain is a vast, low-lying riverine landscape characterized by wetlands, billabongs, and periodically inundated forests and grasslands along Australia’s longest river.
- 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–Darling Basin wetland network Triple: [Great Cumbung Swamp, isPartOf, Murray–Darling Basin wetland network]
Generated description
The Murray–Darling Basin wetland network is an interconnected system of ecologically significant wetlands across southeastern Australia that supports rich biodiversity and plays a crucial role in regional water regulation and habitat conservation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray–Darling Basin wetland network Target entity description: The Murray–Darling Basin wetland network is an interconnected system of ecologically significant wetlands across southeastern Australia that supports rich biodiversity and plays a crucial role in regional water regulation and habitat conservation.
-
A.
Jerrabomberra Wetlands
Jerrabomberra Wetlands is a protected wetland reserve in Canberra, Australia, renowned for its rich birdlife, diverse aquatic habitats, and role as an important urban nature conservation area.
-
B.
Macquarie Marshes
Macquarie Marshes is one of the largest remaining inland semi-permanent wetlands in southeastern Australia, renowned for its rich biodiversity and importance as a breeding habitat for waterbirds.
-
C.
Mary River wetlands
The Mary River wetlands are an extensive and ecologically rich floodplain and wetland system in Australia’s tropical north, renowned for their diverse birdlife, crocodile populations, and seasonal flooding.
-
D.
Murrumbidgee floodplain
The Murrumbidgee floodplain is a broad, low-lying riverine landscape in southeastern Australia characterized by periodically inundated wetlands, billabongs, and fertile alluvial soils that support rich ecosystems and agriculture.
-
E.
Murray River floodplain
The Murray River floodplain is a vast, low-lying riverine landscape characterized by wetlands, billabongs, and periodically inundated forests and grasslands along Australia’s longest river.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fcf6aa8819080c9a2407a72db2e |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6347816408190904ea71d2a72398f |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356c21908190b34d1324da8f8052 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63697d5b8819094728df472eb1914 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:54 p.m.