Triple

T17870627
Position Surface form Disambiguated ID Type / Status
Subject New South Wales Environment Protection Authority E446825 entity
Predicate enforces P760 FINISHED
Object Dangerous Goods (Road and Rail Transport) Act 2008
The Dangerous Goods (Road and Rail Transport) Act 2008 is New South Wales legislation that regulates the safe transport, handling, and management of hazardous materials by road and rail to protect people, property, and the environment.
E1292607 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: Dangerous Goods (Road and Rail Transport) Act 2008 | Statement: [New South Wales Environment Protection Authority, enforces, Dangerous Goods (Road and Rail Transport) Act 2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dangerous Goods (Road and Rail Transport) Act 2008
Context triple: [New South Wales Environment Protection Authority, enforces, Dangerous Goods (Road and Rail Transport) Act 2008]
  • A. Hazardous Materials Transportation Act
    The Hazardous Materials Transportation Act is a key U.S. federal law that regulates the safe transport of dangerous goods to protect people, property, and the environment.
  • B. Regulations concerning the International Carriage of Dangerous Goods by Rail (RID)
    Regulations concerning the International Carriage of Dangerous Goods by Rail (RID) are a set of international rules that standardize the safe transport of hazardous materials by rail across participating countries.
  • C. Railways and Transport Safety Act 2003
    The Railways and Transport Safety Act 2003 is a UK law that reformed rail and transport safety regulation, including establishing the modern statutory framework and powers of the British Transport Police.
  • D. Railway Safety Regulations 1999 (UK)
    The Railway Safety Regulations 1999 (UK) are a set of statutory rules introduced to improve rail safety by mandating modern train protection systems and phasing out older, less safe signalling and braking practices on the British railway network.
  • E. European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR)
    The European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR) is a United Nations treaty that sets harmonized safety rules for the transnational transport of hazardous materials by road across Europe and certain neighboring countries.
  • 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: Dangerous Goods (Road and Rail Transport) Act 2008
Triple: [New South Wales Environment Protection Authority, enforces, Dangerous Goods (Road and Rail Transport) Act 2008]
Generated description
The Dangerous Goods (Road and Rail Transport) Act 2008 is New South Wales legislation that regulates the safe transport, handling, and management of hazardous materials by road and rail to protect people, property, and the environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dangerous Goods (Road and Rail Transport) Act 2008
Target entity description: The Dangerous Goods (Road and Rail Transport) Act 2008 is New South Wales legislation that regulates the safe transport, handling, and management of hazardous materials by road and rail to protect people, property, and the environment.
  • A. Hazardous Materials Transportation Act
    The Hazardous Materials Transportation Act is a key U.S. federal law that regulates the safe transport of dangerous goods to protect people, property, and the environment.
  • B. Regulations concerning the International Carriage of Dangerous Goods by Rail (RID)
    Regulations concerning the International Carriage of Dangerous Goods by Rail (RID) are a set of international rules that standardize the safe transport of hazardous materials by rail across participating countries.
  • C. Railways and Transport Safety Act 2003
    The Railways and Transport Safety Act 2003 is a UK law that reformed rail and transport safety regulation, including establishing the modern statutory framework and powers of the British Transport Police.
  • D. Railway Safety Regulations 1999 (UK)
    The Railway Safety Regulations 1999 (UK) are a set of statutory rules introduced to improve rail safety by mandating modern train protection systems and phasing out older, less safe signalling and braking practices on the British railway network.
  • E. European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR)
    The European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR) is a United Nations treaty that sets harmonized safety rules for the transnational transport of hazardous materials by road across Europe and certain neighboring countries.
  • 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa24c8481909de38953a88ff615 completed April 19, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c6bfdb08190bb3eeeb9b8b09ad2 completed May 12, 2026, 11:18 a.m.
NEDg Description generation batch_6a030d85e91481908e6afd4a83d78ce8 completed May 12, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_6a030e6412dc81908b392bdf47934230 completed May 12, 2026, 11:26 a.m.
Created at: April 10, 2026, 10:18 a.m.