Triple

T13899642
Position Surface form Disambiguated ID Type / Status
Subject Queensland Fire and Emergency Services E334184 entity
Predicate hasAbbreviation P43 FINISHED
Object QFES
QFES is the primary government agency responsible for fire, rescue, and emergency management services across the Australian state of Queensland.
 E1068368 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: QFES | Statement: [Queensland Fire and Emergency Services, hasAbbreviation, QFES]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: QFES
Context triple: [Queensland Fire and Emergency Services, hasAbbreviation, QFES]
  • A. QF
    QF is a "qualifying facility" under the U.S. Public Utility Regulatory Policies Act (PURPA), typically a small power producer or cogeneration plant that meets specific efficiency and fuel-use standards to receive certain regulatory benefits.
  • B. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • C. FES
    FES is the abbreviated name commonly used for the Faculty of Economic Sciences, an academic institution focused on economics and related disciplines.
  • D. QEF
    QEF is the IATA airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
  • E. QFC
    QFC is a regional supermarket chain in the Pacific Northwest of the United States, operating as a subsidiary of Kroger.
  • 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: QFES
Triple: [Queensland Fire and Emergency Services, hasAbbreviation, QFES]
Generated description
QFES is the primary government agency responsible for fire, rescue, and emergency management services across the Australian state of Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: QFES
Target entity description: QFES is the primary government agency responsible for fire, rescue, and emergency management services across the Australian state of Queensland.
  • A. QF
    QF is a "qualifying facility" under the U.S. Public Utility Regulatory Policies Act (PURPA), typically a small power producer or cogeneration plant that meets specific efficiency and fuel-use standards to receive certain regulatory benefits.
  • B. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • C. FES
    FES is the abbreviated name commonly used for the Faculty of Economic Sciences, an academic institution focused on economics and related disciplines.
  • D. QEF
    QEF is the IATA airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
  • E. QFC
    QFC is a regional supermarket chain in the Pacific Northwest of the United States, operating as a subsidiary of Kroger.
  • 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.