Triple

T8129095
Position Surface form Disambiguated ID Type / Status
Subject Australian heraldry E189810 entity
Predicate usedBy P260 FINISHED
Object Australian government agencies
Australian government agencies are public sector bodies at the federal, state, and territory levels that administer laws, deliver services, and implement policies on behalf of the Australian government.
 E714729 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 agencies | Statement: [Australian heraldry, usedBy, Australian government agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Australian government agencies
Context triple: [Australian heraldry, usedBy, Australian government agencies]
  • 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. 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.
  • E. Australian Public Service Commission
    The Australian Public Service Commission is an independent Australian Government agency responsible for promoting leadership, integrity, capability, and good governance across the federal public service.
  • 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 agencies
Triple: [Australian heraldry, usedBy, Australian government agencies]
Generated description
Australian government agencies are public sector bodies at the federal, state, and territory levels that administer laws, deliver services, and implement policies on behalf of the Australian government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Australian government agencies
Target entity description: Australian government agencies are public sector bodies at the federal, state, and territory levels that administer laws, deliver services, and implement policies on behalf of the Australian government.
  • 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. 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.
  • E. Australian Public Service Commission
    The Australian Public Service Commission is an independent Australian Government agency responsible for promoting leadership, integrity, capability, and good governance across the federal public service.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b6b4dc8190be237e6dd21c863b completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc947303f881908e16af664fb74dc8 completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cca83322748190bdd532552d972089 completed April 1, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69cca913304c8190a0ce9c468d98269f completed April 1, 2026, 5:11 a.m.
Created at: March 30, 2026, 5:34 p.m.