Triple

T4795009
Position Surface form Disambiguated ID Type / Status
Subject RAF Central Flying School E106689 entity
Predicate shortName P43 FINISHED
Object CFS
CFS is the commonly used abbreviation for the Royal Air Force’s Central Flying School, the institution responsible for training and standardizing RAF flying instructors.
 E470440 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: CFS | Statement: [RAF Central Flying School, shortName, CFS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CFS
Context triple: [RAF Central Flying School, shortName, CFS]
  • A. CFS
    CFS is the United Nations’ Committee on World Food Security, an intergovernmental platform dedicated to achieving global food security and improved nutrition.
  • B. CV-2
    CV-2 refers to the Imperial Japanese Navy aircraft carrier Hiryū, a key fleet carrier that participated in major early Pacific War battles before being sunk at Midway in 1942.
  • C. MS
    MS is the two-letter IATA airline designator assigned to EgyptAir, the flag carrier of Egypt.
  • D. MS
    MS is the New York Stock Exchange ticker symbol for Morgan Stanley, a leading global investment bank and financial services firm.
  • E. MS
    MS is the official two-letter United States Postal Service abbreviation for the state of Mississippi.
  • 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: CFS
Triple: [RAF Central Flying School, shortName, CFS]
Generated description
CFS is the commonly used abbreviation for the Royal Air Force’s Central Flying School, the institution responsible for training and standardizing RAF flying instructors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CFS
Target entity description: CFS is the commonly used abbreviation for the Royal Air Force’s Central Flying School, the institution responsible for training and standardizing RAF flying instructors.
  • A. CFS
    CFS is the United Nations’ Committee on World Food Security, an intergovernmental platform dedicated to achieving global food security and improved nutrition.
  • B. CV-2
    CV-2 refers to the Imperial Japanese Navy aircraft carrier Hiryū, a key fleet carrier that participated in major early Pacific War battles before being sunk at Midway in 1942.
  • C. MS
    MS is the two-letter IATA airline designator assigned to EgyptAir, the flag carrier of Egypt.
  • D. MS
    MS is the New York Stock Exchange ticker symbol for Morgan Stanley, a leading global investment bank and financial services firm.
  • E. MS
    MS is the official two-letter United States Postal Service abbreviation for the state of Mississippi.
  • 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd66088d588190839acfbac6e1c3dd completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43f512e0819086cc33009cd45c9a completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be44cb99ac819089bbb941709a93c4 completed March 21, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69be451e8d7c81908d856e7966daa5fe completed March 21, 2026, 7:13 a.m.
Created at: March 20, 2026, 1:22 p.m.