Triple

T6845242
Position Surface form Disambiguated ID Type / Status
Subject Macquarie River (New South Wales) E157877 entity
Predicate hasWetland P24156 FINISHED
Object 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.
E624862 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: Macquarie Marshes | Statement: [Macquarie River (New South Wales), hasWetland, Macquarie Marshes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macquarie Marshes
Context triple: [Macquarie River (New South Wales), hasWetland, Macquarie Marshes]
  • 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. 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.
  • C. 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.
  • D. Theler Wetlands
    Theler Wetlands is a coastal estuarine nature preserve in Washington State known for its rich wildlife habitat, tidal wetlands, and public walking trails.
  • E. Coorong Lagoon
    Coorong Lagoon is a long, shallow, coastal lagoon in South Australia known for its rich birdlife, wetlands, and cultural significance to the Ngarrindjeri people.
  • 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: Macquarie Marshes
Triple: [Macquarie River (New South Wales), hasWetland, Macquarie Marshes]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macquarie Marshes
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Theler Wetlands
    Theler Wetlands is a coastal estuarine nature preserve in Washington State known for its rich wildlife habitat, tidal wetlands, and public walking trails.
  • E. Coorong Lagoon
    Coorong Lagoon is a long, shallow, coastal lagoon in South Australia known for its rich birdlife, wetlands, and cultural significance to the Ngarrindjeri people.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7ca96008190ba79563c2a9a9b0e completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7427825d881909f151ca2ce3bd546 completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c7435af2b481908e06b3ec72dae7da completed March 28, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69c7443919ec819089040e50462864d1 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:19 p.m.