Triple

T4727042
Position Surface form Disambiguated ID Type / Status
Subject RAF Cosford E104909 entity
Predicate hosts P186 FINISHED
Object University of Birmingham Air Squadron
The University of Birmingham Air Squadron is a Royal Air Force University Air Squadron that provides flying training, leadership development, and RAF experience to university students in the Birmingham area.
 E465242 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: University of Birmingham Air Squadron | Statement: [RAF Cosford, hosts, University of Birmingham Air Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Birmingham Air Squadron
Context triple: [RAF Cosford, hosts, University of Birmingham Air Squadron]
  • A. Northumbrian Universities Air Squadron
    Northumbrian Universities Air Squadron is a Royal Air Force training unit that provides flying experience and leadership development to university students from the North East of England.
  • B. Yorkshire Universities Air Squadron
    Yorkshire Universities Air Squadron is a Royal Air Force training unit that provides flying experience and leadership development to university students in the Yorkshire region.
  • C. Royal Air Force Air Cadets
    The Royal Air Force Air Cadets is a UK youth organization sponsored by the Royal Air Force that provides aviation-themed training, adventure, and leadership development for young people.
  • D. Royal Air Force No. 4 Flying Training School
    Royal Air Force No. 4 Flying Training School is a UK Royal Air Force unit responsible for advanced fast-jet pilot training.
  • E. No. 11 Air Experience Flight RAF
    No. 11 Air Experience Flight RAF is a Royal Air Force training unit that provides introductory flying experiences to Air Cadets and other youth organization members.
  • 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: University of Birmingham Air Squadron
Triple: [RAF Cosford, hosts, University of Birmingham Air Squadron]
Generated description
The University of Birmingham Air Squadron is a Royal Air Force University Air Squadron that provides flying training, leadership development, and RAF experience to university students in the Birmingham area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Birmingham Air Squadron
Target entity description: The University of Birmingham Air Squadron is a Royal Air Force University Air Squadron that provides flying training, leadership development, and RAF experience to university students in the Birmingham area.
  • A. Northumbrian Universities Air Squadron
    Northumbrian Universities Air Squadron is a Royal Air Force training unit that provides flying experience and leadership development to university students from the North East of England.
  • B. Yorkshire Universities Air Squadron
    Yorkshire Universities Air Squadron is a Royal Air Force training unit that provides flying experience and leadership development to university students in the Yorkshire region.
  • C. Royal Air Force Air Cadets
    The Royal Air Force Air Cadets is a UK youth organization sponsored by the Royal Air Force that provides aviation-themed training, adventure, and leadership development for young people.
  • D. Royal Air Force No. 4 Flying Training School
    Royal Air Force No. 4 Flying Training School is a UK Royal Air Force unit responsible for advanced fast-jet pilot training.
  • E. No. 11 Air Experience Flight RAF
    No. 11 Air Experience Flight RAF is a Royal Air Force training unit that provides introductory flying experiences to Air Cadets and other youth organization members.
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd644872508190887043de6c30c3da completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10a07bc8819086c29ec0b466ce2c completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1559e6488190ab395ba3f6e18f96 completed March 21, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69be15ba6dac8190b37130ba0a9209c3 completed March 21, 2026, 3:51 a.m.
Created at: March 20, 2026, 1:18 p.m.