Triple
T11273215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wyndham |
E266864
|
entity |
| Predicate | hasNearbyWetlands |
P78232
|
FINISHED |
| Object |
Marglu Billabong
Marglu Billabong is a significant wetland area near Wyndham in Western Australia's Kimberley region, known for its rich birdlife and scenic floodplain landscapes.
|
E918618
|
NE FINISHED |
How this triple was built (5 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: Marglu Billabong | Statement: [Wyndham, hasNearbyWetlands, Marglu Billabong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marglu Billabong Context triple: [Wyndham, hasNearbyWetlands, Marglu Billabong]
-
A.
Mooloolaba
Mooloolaba is a popular coastal resort town in Queensland, Australia, known for its surf beaches, esplanade, and tourism-focused waterfront.
-
B.
Boggabri
Boggabri is a small rural town in New South Wales, Australia, known for its agriculture and coal mining in the Namoi Valley region.
-
C.
Blowering Dam
Blowering Dam is a major rockfill embankment dam on the Tumut River in New South Wales, Australia, forming Blowering Reservoir and playing a key role in hydroelectric power generation, irrigation, and flood mitigation within the Murrumbidgee catchment.
-
D.
Menindee Lakes
Menindee Lakes is a large chain of shallow, man-made and natural lakes in far western New South Wales, Australia, known for water storage, irrigation, and as a key habitat for birdlife.
-
E.
Mooloolah River
The Mooloolah River is a coastal river on Queensland’s Sunshine Coast that flows through the Mooloolah River National Park before entering the Coral Sea near Mooloolaba.
- 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: Marglu Billabong Triple: [Wyndham, hasNearbyWetlands, Marglu Billabong]
Generated description
Marglu Billabong is a significant wetland area near Wyndham in Western Australia's Kimberley region, known for its rich birdlife and scenic floodplain landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marglu Billabong Target entity description: Marglu Billabong is a significant wetland area near Wyndham in Western Australia's Kimberley region, known for its rich birdlife and scenic floodplain landscapes.
-
A.
Mooloolaba
Mooloolaba is a popular coastal resort town in Queensland, Australia, known for its surf beaches, esplanade, and tourism-focused waterfront.
-
B.
Boggabri
Boggabri is a small rural town in New South Wales, Australia, known for its agriculture and coal mining in the Namoi Valley region.
-
C.
Blowering Dam
Blowering Dam is a major rockfill embankment dam on the Tumut River in New South Wales, Australia, forming Blowering Reservoir and playing a key role in hydroelectric power generation, irrigation, and flood mitigation within the Murrumbidgee catchment.
-
D.
Menindee Lakes
Menindee Lakes is a large chain of shallow, man-made and natural lakes in far western New South Wales, Australia, known for water storage, irrigation, and as a key habitat for birdlife.
-
E.
Mooloolah River
The Mooloolah River is a coastal river on Queensland’s Sunshine Coast that flows through the Mooloolah River National Park before entering the Coral Sea near Mooloolaba.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyWetlands Context triple: [Wyndham, hasNearbyWetlands, Marglu Billabong]
-
A.
hasNearbyWetlandRegion
chosen
Indicates that a given location or area is situated close to, or in the vicinity of, a wetland region.
-
B.
containsWetland
Indicates that one area or region includes within its boundaries a wetland ecosystem.
-
C.
hasWetlandsAtMouth
Indicates that a watercourse or water body has wetlands located at or surrounding its mouth where it meets another body of water.
-
D.
hasNearbyWildernessArea
Indicates that a wilderness area is located within a close geographic proximity to the referenced place or entity.
-
E.
hasNearbyWildlifeRefuge
Indicates that something is located close to or in the vicinity of a designated wildlife refuge.
- F. None of above.
Provenance (6 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_69d6aac8c2f48190ad0596f1f89f0470 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e965c9048190804ebb48f0a4817b |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5258cc5208190be268ac6a82c9419 |
completed | April 19, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_69e52c81449c8190847b64fa91a45b2e |
completed | April 19, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5319b6ef0819096debabfb6ffbe70 |
completed | April 19, 2026, 7:48 p.m. |
| PD | Predicate disambiguation | batch_69d7879bc56c8190b2e8d2193f29de05 |
completed | April 9, 2026, 11:03 a.m. |
Created at: April 8, 2026, 9:31 p.m.