Triple

T2907131
Position Surface form Disambiguated ID Type / Status
Subject Darling River E63591 entity
Predicate tributary P415 FINISHED
Object Paroo River
The Paroo River is an ephemeral river in inland eastern Australia that flows through Queensland and New South Wales, supporting important wetlands and unique arid-zone ecosystems.
E527170 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: Paroo River | Statement: [Darling River, tributary, Paroo River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paroo River
Context triple: [Darling River, tributary, Paroo River]
  • A. Hutt River
    Hutt River is a major river in the Wellington region of New Zealand’s North Island, flowing through the Hutt Valley to Wellington Harbour.
  • B. Bellinger River
    The Bellinger River is a coastal river in New South Wales, Australia, known for its scenic valley, rich biodiversity, and role in supporting local agriculture and recreation.
  • C. Yass River
    Yass River is a watercourse in New South Wales, Australia, that flows through the Southern Tablelands and joins the Murrumbidgee River.
  • D. Culgoa River
    The Culgoa River is an inland river of eastern Australia that flows through Queensland and New South Wales as part of the Murray–Darling Basin.
  • E. Leichhardt River
    The Leichhardt River is a major river in northwestern Queensland, Australia, flowing through the Mount Isa region before emptying into the Gulf of Carpentaria.
  • 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: Paroo River
Triple: [Darling River, tributary, Paroo River]
Generated description
The Paroo River is an ephemeral river in inland eastern Australia that flows through Queensland and New South Wales, supporting important wetlands and unique arid-zone ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paroo River
Target entity description: The Paroo River is an ephemeral river in inland eastern Australia that flows through Queensland and New South Wales, supporting important wetlands and unique arid-zone ecosystems.
  • A. Hutt River
    Hutt River is a major river in the Wellington region of New Zealand’s North Island, flowing through the Hutt Valley to Wellington Harbour.
  • B. Bellinger River
    The Bellinger River is a coastal river in New South Wales, Australia, known for its scenic valley, rich biodiversity, and role in supporting local agriculture and recreation.
  • C. Yass River
    Yass River is a watercourse in New South Wales, Australia, that flows through the Southern Tablelands and joins the Murrumbidgee River.
  • D. Culgoa River
    The Culgoa River is an inland river of eastern Australia that flows through Queensland and New South Wales as part of the Murray–Darling Basin.
  • E. Leichhardt River
    The Leichhardt River is a major river in northwestern Queensland, Australia, flowing through the Mount Isa region before emptying into the Gulf of Carpentaria.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d0628c81909680af2f0db2ecae completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69bfdb12f33c819084d9268bd31b1f6c completed March 22, 2026, 12:05 p.m.
NEDg Description generation batch_69bfdba6ee8c8190b0bb607dcc607c8e completed March 22, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69bfdc2bdd148190bd7283aad4e4562e completed March 22, 2026, 12:10 p.m.
Created at: March 6, 2026, 10:11 p.m.