Triple

T13261033
Position Surface form Disambiguated ID Type / Status
Subject RAF Force Protection Centre E315793 entity
Predicate operatesWithin P794 FINISHED
Object Royal Air Force force protection enterprise
The Royal Air Force force protection enterprise is the integrated RAF framework responsible for safeguarding personnel, bases, and assets through coordinated security, defence, and protective capabilities.
E315793 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: Royal Air Force force protection enterprise | Statement: [RAF Force Protection Centre, operatesWithin, Royal Air Force force protection enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Air Force force protection enterprise
Context triple: [RAF Force Protection Centre, operatesWithin, Royal Air Force force protection enterprise]
  • A. RAF Force Protection Centre
    The RAF Force Protection Centre is a Royal Air Force unit responsible for developing, training, and coordinating force protection capabilities to safeguard RAF personnel and assets worldwide.
  • B. Royal Air Force administration
    The Royal Air Force administration is the organizational and bureaucratic structure responsible for managing the operations, personnel, and resources of the Royal Air Force.
  • C. Royal Air Force Intelligence, Surveillance and Reconnaissance Force
    The Royal Air Force Intelligence, Surveillance and Reconnaissance Force is a specialized RAF formation responsible for collecting, analyzing, and delivering airborne intelligence and surveillance to support UK and allied military operations.
  • D. RAF Police
    The RAF Police is the military police branch of the United Kingdom’s Royal Air Force, responsible for law enforcement, security, and protective duties within the service.
  • E. Royal Air Force Air Command
    Royal Air Force Air Command is the primary operational command of the RAF, responsible for directing and overseeing the United Kingdom’s air and space power.
  • 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: Royal Air Force force protection enterprise
Triple: [RAF Force Protection Centre, operatesWithin, Royal Air Force force protection enterprise]
Generated description
The Royal Air Force force protection enterprise is the integrated RAF framework responsible for safeguarding personnel, bases, and assets through coordinated security, defence, and protective capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Air Force force protection enterprise
Target entity description: The Royal Air Force force protection enterprise is the integrated RAF framework responsible for safeguarding personnel, bases, and assets through coordinated security, defence, and protective capabilities.
  • A. RAF Force Protection Centre chosen
    The RAF Force Protection Centre is a Royal Air Force unit responsible for developing, training, and coordinating force protection capabilities to safeguard RAF personnel and assets worldwide.
  • B. Royal Air Force administration
    The Royal Air Force administration is the organizational and bureaucratic structure responsible for managing the operations, personnel, and resources of the Royal Air Force.
  • C. Royal Air Force Intelligence, Surveillance and Reconnaissance Force
    The Royal Air Force Intelligence, Surveillance and Reconnaissance Force is a specialized RAF formation responsible for collecting, analyzing, and delivering airborne intelligence and surveillance to support UK and allied military operations.
  • D. RAF Police
    The RAF Police is the military police branch of the United Kingdom’s Royal Air Force, responsible for law enforcement, security, and protective duties within the service.
  • E. Royal Air Force Air Command
    Royal Air Force Air Command is the primary operational command of the RAF, responsible for directing and overseeing the United Kingdom’s air and space power.
  • F. None of above.

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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901b380881909e6520fbb6811084 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4612cc8190b45673a3994cee18 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70c42d5008190bcd6275054637448 completed May 3, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69f70ce60a7081908f9498fcfec98e90 completed May 3, 2026, 8:52 a.m.
Created at: April 9, 2026, 9:25 p.m.