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.