Triple

T381638
Position Surface form Disambiguated ID Type / Status
Subject Royal Navy training system E8691 entity
Predicate targetGroup P485 FINISHED
Object Royal Navy officers
Royal Navy officers are commissioned leaders in the United Kingdom’s naval service, responsible for commanding ships, submarines, aircraft, and personnel in maritime operations and defense.
 E48803 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 Navy officers | Statement: [Royal Navy training system, targetGroup, Royal Navy officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Royal Navy officers
Context triple: [Royal Navy training system, targetGroup, Royal Navy officers]
  • A. Royal Navy ratings
    Royal Navy ratings are the enlisted sailors of the United Kingdom’s Royal Navy, forming the non-commissioned backbone of its seagoing and technical workforce.
  • B. Royal Navy
    The Royal Navy is the United Kingdom’s naval warfare force and one of the world’s oldest and historically most influential navies.
  • C. Royal Navy training system
    The Royal Navy training system is the structured network of institutions, programs, and practices responsible for educating and preparing naval personnel for service in the United Kingdom’s Royal Navy.
  • D. Royal Navy North America and West Indies Station
    The Royal Navy North America and West Indies Station was a major British naval command responsible for overseeing maritime operations, trade protection, and military engagements across the North American and Caribbean regions during the age of sail and early steam.
  • E. Fleet Air Arm
    The Fleet Air Arm is the aviation branch of the United Kingdom’s Royal Navy, responsible for operating naval aircraft and providing air power at sea.
  • 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 Navy officers
Triple: [Royal Navy training system, targetGroup, Royal Navy officers]
Generated description
Royal Navy officers are commissioned leaders in the United Kingdom’s naval service, responsible for commanding ships, submarines, aircraft, and personnel in maritime operations and defense.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Royal Navy officers
Target entity description: Royal Navy officers are commissioned leaders in the United Kingdom’s naval service, responsible for commanding ships, submarines, aircraft, and personnel in maritime operations and defense.
  • A. Royal Navy ratings
    Royal Navy ratings are the enlisted sailors of the United Kingdom’s Royal Navy, forming the non-commissioned backbone of its seagoing and technical workforce.
  • B. Royal Navy
    The Royal Navy is the United Kingdom’s naval warfare force and one of the world’s oldest and historically most influential navies.
  • C. Royal Navy training system
    The Royal Navy training system is the structured network of institutions, programs, and practices responsible for educating and preparing naval personnel for service in the United Kingdom’s Royal Navy.
  • D. Royal Navy North America and West Indies Station
    The Royal Navy North America and West Indies Station was a major British naval command responsible for overseeing maritime operations, trade protection, and military engagements across the North American and Caribbean regions during the age of sail and early steam.
  • E. Fleet Air Arm
    The Fleet Air Arm is the aviation branch of the United Kingdom’s Royal Navy, responsible for operating naval aircraft and providing air power at sea.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2e3d5c8190b358bd9fd6b16a14 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe9418348190a1ffb3fd3e3f8048 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3ff68cfc0819082d7f7118c22fc78 completed March 1, 2026, 8:57 a.m.
NED2 Entity disambiguation (via description) batch_69a400449ddc8190b906cf6a3dd4b6f0 completed March 1, 2026, 9 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.