Triple

T2907129
Position Surface form Disambiguated ID Type / Status
Subject Darling River E63591 entity
Predicate tributary P415 FINISHED
Object 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.
E527041 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: Culgoa River | Statement: [Darling River, tributary, Culgoa River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Culgoa River
Context triple: [Darling River, tributary, Culgoa River]
  • A. 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.
  • B. 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.
  • C. Lachlan River
    Lachlan River is a major inland river in New South Wales, Australia, flowing through agricultural regions before joining the Murrumbidgee River system.
  • D. Darling River
    The Darling River is one of Australia’s major inland rivers, flowing through New South Wales and forming part of the Murray–Darling Basin, a crucial agricultural and ecological region.
  • E. Tweed River
    The Tweed River is a significant coastal river system in northeastern New South Wales, Australia, known for its scenic valley, fertile floodplains, and proximity to Mount Warning (Wollumbin).
  • 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: Culgoa River
Triple: [Darling River, tributary, Culgoa River]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Culgoa River
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Lachlan River
    Lachlan River is a major inland river in New South Wales, Australia, flowing through agricultural regions before joining the Murrumbidgee River system.
  • D. Darling River
    The Darling River is one of Australia’s major inland rivers, flowing through New South Wales and forming part of the Murray–Darling Basin, a crucial agricultural and ecological region.
  • E. Tweed River
    The Tweed River is a significant coastal river system in northeastern New South Wales, Australia, known for its scenic valley, fertile floodplains, and proximity to Mount Warning (Wollumbin).
  • 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_69bfd42f73b88190bb69bffa6a8b9efe completed March 22, 2026, 11:36 a.m.
NEDg Description generation batch_69bfd4b21f3881909c1ba8fb37e6a4e5 completed March 22, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69bfd51d63fc8190a8b229845b1ba933 completed March 22, 2026, 11:40 a.m.
Created at: March 6, 2026, 10:11 p.m.