Triple

T5237620
Position Surface form Disambiguated ID Type / Status
Subject Department for Infrastructure and Transport (South Australia) E118260 entity
Predicate worksWith P398 FINISHED
Object Australian Government transport agencies E281323 NE FINISHED

How this triple was built (2 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: Australian Government transport agencies | Statement: [Department for Infrastructure and Transport (South Australia), worksWith, Australian Government transport agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Australian Government transport agencies
Context triple: [Department for Infrastructure and Transport (South Australia), worksWith, Australian Government transport agencies]
  • A. Australian Government transport agencies chosen
    Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
  • B. Australian government
    The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
  • C. Australian Public Service
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • D. Roads and Maritime Services
    Roads and Maritime Services was a New South Wales government agency responsible for managing the state’s roads, traffic, and maritime infrastructure and services.
  • E. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b27990c8190b6a3c24de09c8c18 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe6323708190bfc95f01c65dc234 completed March 21, 2026, 8:24 p.m.
Created at: March 20, 2026, 1:49 p.m.