Triple

T18621020
Position Surface form Disambiguated ID Type / Status
Subject RAF Ballykelly E455146 entity
Predicate garrison P75 FINISHED
Object Joint Anti-Submarine School Flight
The Joint Anti-Submarine School Flight was a Royal Air Force training unit specializing in anti-submarine warfare operations and instruction.
 E1334512 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: Joint Anti-Submarine School Flight | Statement: [RAF Ballykelly, garrison, Joint Anti-Submarine School Flight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joint Anti-Submarine School Flight
Context triple: [RAF Ballykelly, garrison, Joint Anti-Submarine School Flight]
  • A. College of Flying Training
    The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
  • B. Naval Aviation Schools Command
    Naval Aviation Schools Command is a U.S. Navy training command responsible for educating and preparing naval aviators, flight officers, and related aviation personnel.
  • C. Squadron Officer School
    Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
  • D. Training Squadron 31
    Training Squadron 31 is a United States Navy aviation training unit based at Naval Air Station Corpus Christi, Texas, responsible for instructing student naval aviators.
  • E. Training Squadron 86
    Training Squadron 86 is a United States Navy aviation training unit that provides advanced flight instruction to student naval aviators.
  • 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: Joint Anti-Submarine School Flight
Triple: [RAF Ballykelly, garrison, Joint Anti-Submarine School Flight]
Generated description
The Joint Anti-Submarine School Flight was a Royal Air Force training unit specializing in anti-submarine warfare operations and instruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joint Anti-Submarine School Flight
Target entity description: The Joint Anti-Submarine School Flight was a Royal Air Force training unit specializing in anti-submarine warfare operations and instruction.
  • A. College of Flying Training
    The College of Flying Training is a key Pakistan Air Force academy responsible for training and preparing military pilots for operational service.
  • B. Naval Aviation Schools Command
    Naval Aviation Schools Command is a U.S. Navy training command responsible for educating and preparing naval aviators, flight officers, and related aviation personnel.
  • C. Squadron Officer School
    Squadron Officer School is a United States Air Force professional military education institution that provides leadership and officership training to mid-career Air Force captains.
  • D. Training Squadron 31
    Training Squadron 31 is a United States Navy aviation training unit based at Naval Air Station Corpus Christi, Texas, responsible for instructing student naval aviators.
  • E. Training Squadron 86
    Training Squadron 86 is a United States Navy aviation training unit that provides advanced flight instruction to student naval aviators.
  • 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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54f0146f48190a872032db6e660c6 completed April 19, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d7423d88190a8ec0f7f8b35a535 completed May 13, 2026, 11:47 p.m.
NEDg Description generation batch_6a050e7895508190b6f9d677acb97c64 completed May 13, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_6a050f0dac088190a8455c7219e3c709 completed May 13, 2026, 11:53 p.m.
Created at: April 10, 2026, 11:46 a.m.