Triple

T14154171
Position Surface form Disambiguated ID Type / Status
Subject Barry Way E350767 entity
Predicate maintenanceBy P1580 FINISHED
Object New South Wales authorities
New South Wales authorities are the state government bodies in New South Wales, Australia responsible for public administration, including the management and upkeep of infrastructure such as roads.
 E11965 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: New South Wales authorities | Statement: [Barry Way, maintenanceBy, New South Wales authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New South Wales authorities
Context triple: [Barry Way, maintenanceBy, New South Wales authorities]
  • A. Government of New South Wales
    The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
  • B. New South Wales environmental authorities
    New South Wales environmental authorities are the state government bodies responsible for monitoring, regulating, and enforcing environmental laws and standards across New South Wales, Australia.
  • C. New South Wales legislation
    New South Wales legislation is the body of laws enacted by the Parliament of New South Wales that governs legal, civil, and regulatory matters within the Australian state of New South Wales.
  • D. New South Wales Police Force
    The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
  • E. Executive Council of New South Wales
    The Executive Council of New South Wales is the formal body of ministers, presided over by the Governor, that advises and gives legal effect to decisions of the New South Wales government.
  • 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: New South Wales authorities
Triple: [Barry Way, maintenanceBy, New South Wales authorities]
Generated description
New South Wales authorities are the state government bodies in New South Wales, Australia responsible for public administration, including the management and upkeep of infrastructure such as roads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New South Wales authorities
Target entity description: New South Wales authorities are the state government bodies in New South Wales, Australia responsible for public administration, including the management and upkeep of infrastructure such as roads.
  • A. Government of New South Wales chosen
    The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
  • B. New South Wales environmental authorities
    New South Wales environmental authorities are the state government bodies responsible for monitoring, regulating, and enforcing environmental laws and standards across New South Wales, Australia.
  • C. New South Wales legislation
    New South Wales legislation is the body of laws enacted by the Parliament of New South Wales that governs legal, civil, and regulatory matters within the Australian state of New South Wales.
  • D. New South Wales Police Force
    The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
  • E. Executive Council of New South Wales
    The Executive Council of New South Wales is the formal body of ministers, presided over by the Governor, that advises and gives legal effect to decisions of the New South Wales government.
  • F. None of above.

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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6133754881908e1e97db71772deb completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd19395924819084d78815c3f12f43 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1a34514c81908c2493a35de30c7a completed May 7, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69fd1a8f6ddc8190bbe15ddf1a24d600 completed May 7, 2026, 11:04 p.m.
Created at: April 10, 2026, 12:58 a.m.