Triple

T13899676
Position Surface form Disambiguated ID Type / Status
Subject Queensland Fire and Emergency Services E334184 entity
Predicate hasMotto P42 FINISHED
Object "Prevent. Prepare. Respond. Recover."
"Prevent. Prepare. Respond. Recover." is the official safety-focused motto of Queensland Fire and Emergency Services, emphasizing proactive risk reduction and effective emergency management.
E1068371 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: "Prevent. Prepare. Respond. Recover." | Statement: [Queensland Fire and Emergency Services, hasMotto, "Prevent. Prepare. Respond. Recover."]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Prevent. Prepare. Respond. Recover."
Context triple: [Queensland Fire and Emergency Services, hasMotto, "Prevent. Prepare. Respond. Recover."]
  • A. Emergency Prevention, Preparedness and Response
    Emergency Prevention, Preparedness and Response is a working group of the Arctic Council focused on enhancing international cooperation to prevent, prepare for, and respond to emergencies in the Arctic region.
  • B. National Preparedness System
    The National Preparedness System is a U.S. framework that guides how the nation builds, sustains, and delivers the capabilities needed to prevent, protect against, mitigate, respond to, and recover from disasters and other threats.
  • C. Respond/React
    "Respond/React" is a track by Malik B., the late Philadelphia rapper best known as a founding member and key early lyricist of The Roots.
  • D. Bureau of Recovery and Mitigation
    The Bureau of Recovery and Mitigation is a division of the Illinois Emergency Management Agency responsible for coordinating disaster recovery efforts and implementing strategies to reduce future hazard risks across the state.
  • E. National Prevention Framework
    The National Prevention Framework is a key U.S. homeland security doctrine that outlines how the nation works together to prevent acts of terrorism and other intentional threats before they occur.
  • 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: "Prevent. Prepare. Respond. Recover."
Triple: [Queensland Fire and Emergency Services, hasMotto, "Prevent. Prepare. Respond. Recover."]
Generated description
"Prevent. Prepare. Respond. Recover." is the official safety-focused motto of Queensland Fire and Emergency Services, emphasizing proactive risk reduction and effective emergency management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Prevent. Prepare. Respond. Recover."
Target entity description: "Prevent. Prepare. Respond. Recover." is the official safety-focused motto of Queensland Fire and Emergency Services, emphasizing proactive risk reduction and effective emergency management.
  • A. Emergency Prevention, Preparedness and Response
    Emergency Prevention, Preparedness and Response is a working group of the Arctic Council focused on enhancing international cooperation to prevent, prepare for, and respond to emergencies in the Arctic region.
  • B. National Preparedness System
    The National Preparedness System is a U.S. framework that guides how the nation builds, sustains, and delivers the capabilities needed to prevent, protect against, mitigate, respond to, and recover from disasters and other threats.
  • C. Respond/React
    "Respond/React" is a track by Malik B., the late Philadelphia rapper best known as a founding member and key early lyricist of The Roots.
  • D. Bureau of Recovery and Mitigation
    The Bureau of Recovery and Mitigation is a division of the Illinois Emergency Management Agency responsible for coordinating disaster recovery efforts and implementing strategies to reduce future hazard risks across the state.
  • E. National Prevention Framework
    The National Prevention Framework is a key U.S. homeland security doctrine that outlines how the nation works together to prevent acts of terrorism and other intentional threats before they occur.
  • 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.