Triple

T6893590
Position Surface form Disambiguated ID Type / Status
Subject Australian Public Service E159111 entity
Predicate worksWith P398 FINISHED
Object Australian Government departments
Australian Government departments are the primary administrative agencies responsible for implementing federal policies, delivering public services, and supporting the work of ministers across areas such as health, education, defense, and finance.
E159111 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: Australian Government departments | Statement: [Australian Public Service, worksWith, Australian Government departments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Government departments
Context triple: [Australian Public Service, worksWith, Australian Government departments]
  • A. 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.
  • B. 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.
  • C. Australian Government transport agencies
    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.
  • D. Federal Department of Home Affairs
    The Federal Department of Home Affairs is a major Swiss government ministry responsible for areas such as social insurance, public health, culture, statistics, and gender equality.
  • E. Australian Office of Financial Management
    The Australian Office of Financial Management is a government agency responsible for managing the Australian Government’s debt portfolio and associated financial risks.
  • 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: Australian Government departments
Triple: [Australian Public Service, worksWith, Australian Government departments]
Generated description
Australian Government departments are the primary administrative agencies responsible for implementing federal policies, delivering public services, and supporting the work of ministers across areas such as health, education, defense, and finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Government departments
Target entity description: Australian Government departments are the primary administrative agencies responsible for implementing federal policies, delivering public services, and supporting the work of ministers across areas such as health, education, defense, and finance.
  • A. 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.
  • B. Australian Public Service chosen
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • C. Australian Government transport agencies
    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.
  • D. Federal Department of Home Affairs
    The Federal Department of Home Affairs is a major Swiss government ministry responsible for areas such as social insurance, public health, culture, statistics, and gender equality.
  • E. Australian Office of Financial Management
    The Australian Office of Financial Management is a government agency responsible for managing the Australian Government’s debt portfolio and associated financial risks.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d931da24819096b9b205f2c0ebb0 completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748db2bd48190bb26f60c58ec8229 completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749901de081908e5c3ccd324e8191 completed March 28, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c74a0bcddc819084b22925cf57a205 completed March 28, 2026, 3:24 a.m.
Created at: March 27, 2026, 2:24 p.m.