Triple

T14963467
Position Surface form Disambiguated ID Type / Status
Subject Lachlan Shire Council E373125 entity
Predicate fundingSource P67 FINISHED
Object Australian Government grants
Australian Government grants are public funding programs that provide financial support to eligible organizations, communities, and individuals across Australia for projects that advance government policy objectives and public benefit.
 E1130559 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 grants | Statement: [Lachlan Shire Council, fundingSource, Australian Government grants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Australian Government grants
Context triple: [Lachlan Shire Council, fundingSource, Australian Government grants]
  • 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 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.
  • C. Australian federal budget
    The Australian federal budget is the annual financial statement in which the national government outlines its expected revenues, expenditures, and economic priorities for the coming year.
  • 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
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • 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 grants
Triple: [Lachlan Shire Council, fundingSource, Australian Government grants]
Generated description
Australian Government grants are public funding programs that provide financial support to eligible organizations, communities, and individuals across Australia for projects that advance government policy objectives and public benefit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Australian Government grants
Target entity description: Australian Government grants are public funding programs that provide financial support to eligible organizations, communities, and individuals across Australia for projects that advance government policy objectives and public benefit.
  • 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 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.
  • C. Australian federal budget
    The Australian federal budget is the annual financial statement in which the national government outlines its expected revenues, expenditures, and economic priorities for the coming year.
  • 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
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6d0487c8190b7754af8c5014b37 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bdeec408190893d1db9254da24e completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe90383bd081908bc754655c203695 completed May 9, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe90ec50e081909ab267fee2b069bc completed May 9, 2026, 1:42 a.m.
Created at: April 10, 2026, 2:40 a.m.