Triple

T13899644
Position Surface form Disambiguated ID Type / Status
Subject Queensland Fire and Emergency Services E334184 entity
Predicate parentAgency P254 FINISHED
Object Department of Community Safety
The Department of Community Safety was a Queensland government department responsible for coordinating public safety, emergency management, and related protective services across the state.
E1068369 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: Department of Community Safety | Statement: [Queensland Fire and Emergency Services, parentAgency, Department of Community Safety]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Community Safety
Context triple: [Queensland Fire and Emergency Services, parentAgency, Department of Community Safety]
  • A. Justice and Community Safety Directorate
    The Justice and Community Safety Directorate is a key agency of the Australian Capital Territory government responsible for law, justice, emergency services, and community safety policy and administration.
  • B. Directorate for Safer Communities
    The Directorate for Safer Communities is a division of the Scottish Government responsible for policies and programs that promote public safety, crime reduction, and resilient communities across Scotland.
  • C. Community Safety Bureau
    The Community Safety Bureau is a division of the Tokyo Metropolitan Police Department responsible for preventing crime, maintaining public order, and addressing community safety issues in Tokyo.
  • D. Department of Public Safety
    The Department of Public Safety is a municipal agency in the Town of Hempstead responsible for protecting public safety, enforcing local laws, and supporting emergency and community services.
  • E. Department of Justice and Community Safety (Victoria)
    The Department of Justice and Community Safety (Victoria) is the state government department responsible for justice, legal, corrections, emergency management, and community safety services in Victoria, Australia.
  • 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: Department of Community Safety
Triple: [Queensland Fire and Emergency Services, parentAgency, Department of Community Safety]
Generated description
The Department of Community Safety was a Queensland government department responsible for coordinating public safety, emergency management, and related protective services across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Community Safety
Target entity description: The Department of Community Safety was a Queensland government department responsible for coordinating public safety, emergency management, and related protective services across the state.
  • A. Justice and Community Safety Directorate
    The Justice and Community Safety Directorate is a key agency of the Australian Capital Territory government responsible for law, justice, emergency services, and community safety policy and administration.
  • B. Directorate for Safer Communities
    The Directorate for Safer Communities is a division of the Scottish Government responsible for policies and programs that promote public safety, crime reduction, and resilient communities across Scotland.
  • C. Community Safety Bureau
    The Community Safety Bureau is a division of the Tokyo Metropolitan Police Department responsible for preventing crime, maintaining public order, and addressing community safety issues in Tokyo.
  • D. Department of Public Safety
    The Department of Public Safety is a municipal agency in the Town of Hempstead responsible for protecting public safety, enforcing local laws, and supporting emergency and community services.
  • E. Department of Justice and Community Safety (Victoria)
    The Department of Justice and Community Safety (Victoria) is the state government department responsible for justice, legal, corrections, emergency management, and community safety services in Victoria, Australia.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c720b4988190aee1f1f09877212d completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c86a3640819081ed689bd271f909 completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9b2930c8190983f2c55a0dd35f6 completed May 3, 2026, 10:18 p.m.
Created at: April 9, 2026, 10:15 p.m.