Triple

T14221591
Position Surface form Disambiguated ID Type / Status
Subject Namoi Catchment Management Authority E352507 entity
Predicate replacedBy P101 FINISHED
Object North West Local Land Services
North West Local Land Services is a regional government agency in New South Wales, Australia, responsible for delivering agricultural, biosecurity, and natural resource management services to landholders in the state’s north-west.
E1088535 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: North West Local Land Services | Statement: [Namoi Catchment Management Authority, replacedBy, North West Local Land Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North West Local Land Services
Context triple: [Namoi Catchment Management Authority, replacedBy, North West Local Land Services]
  • A. Hunter Local Land Services
    Hunter Local Land Services is a regional New South Wales government agency responsible for natural resource management, biosecurity, and agricultural support within the Hunter catchment area.
  • B. North West Parks Board
    North West Parks Board is a provincial conservation authority in South Africa responsible for managing and protecting nature reserves and national parks in the North West Province.
  • C. South West Land Division
    South West Land Division is a major cadastral and administrative region of Western Australia that encompasses the state’s more temperate and agriculturally productive south‑western corner.
  • D. Wheatbelt Development Commission
    The Wheatbelt Development Commission is a Western Australian government agency responsible for promoting economic and regional development across the state's Wheatbelt region.
  • E. Liverpool Plains Shire
    Liverpool Plains Shire is a local government area in north-western New South Wales, Australia, known for its rich agricultural land and rural communities.
  • 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: North West Local Land Services
Triple: [Namoi Catchment Management Authority, replacedBy, North West Local Land Services]
Generated description
North West Local Land Services is a regional government agency in New South Wales, Australia, responsible for delivering agricultural, biosecurity, and natural resource management services to landholders in the state’s north-west.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North West Local Land Services
Target entity description: North West Local Land Services is a regional government agency in New South Wales, Australia, responsible for delivering agricultural, biosecurity, and natural resource management services to landholders in the state’s north-west.
  • A. Hunter Local Land Services
    Hunter Local Land Services is a regional New South Wales government agency responsible for natural resource management, biosecurity, and agricultural support within the Hunter catchment area.
  • B. North West Parks Board
    North West Parks Board is a provincial conservation authority in South Africa responsible for managing and protecting nature reserves and national parks in the North West Province.
  • C. South West Land Division
    South West Land Division is a major cadastral and administrative region of Western Australia that encompasses the state’s more temperate and agriculturally productive south‑western corner.
  • D. Wheatbelt Development Commission
    The Wheatbelt Development Commission is a Western Australian government agency responsible for promoting economic and regional development across the state's Wheatbelt region.
  • E. Liverpool Plains Shire
    Liverpool Plains Shire is a local government area in north-western New South Wales, Australia, known for its rich agricultural land and rural communities.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6213801c8190a47705cd890b9ae7 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd2813e55881909bdbc6f3c6ef572b completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b0956948190bf654403ad0b154a completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2df66aa48190ae18a4ca1c099c25 completed May 8, 2026, 12:27 a.m.
Created at: April 10, 2026, 1:06 a.m.