Triple

T20855431
Position Surface form Disambiguated ID Type / Status
Subject Scout SV E513466 entity
Predicate programme P6928 FINISHED
Object Future Rapid Effect System
The Future Rapid Effect System was a British Army modernization initiative aimed at rapidly deploying a family of medium-weight, networked armoured vehicles to enhance expeditionary warfare capabilities.
E1454049 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: Future Rapid Effect System | Statement: [Scout SV, programme, Future Rapid Effect System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future Rapid Effect System
Context triple: [Scout SV, programme, Future Rapid Effect System]
  • A. Future Anti-Surface Guided Weapon
    The Future Anti-Surface Guided Weapon is a UK defence procurement programme to develop and field advanced helicopter-launched anti-ship and anti-surface missiles for the Royal Navy.
  • B. Future Years Defense Program
    The Future Years Defense Program is the U.S. Department of Defense’s official five-year financial and force-structure plan that aligns projected budgets with strategic priorities and programs.
  • C. Skunk Works rapid development model
    The Skunk Works rapid development model is an innovative aerospace engineering and project management approach that emphasizes small, highly skilled teams, streamlined processes, and fast, secretive development cycles to deliver advanced technologies quickly.
  • D. Very High Readiness Joint Task Force
    The Very High Readiness Joint Task Force is NATO’s rapidly deployable spearhead unit designed to respond within days to emerging crises, particularly on the alliance’s eastern flank.
  • E. Mando Conjunto del Ciberespacio
    El Mando Conjunto del Ciberespacio es el órgano de las Fuerzas Armadas españolas responsable de planificar, dirigir y ejecutar las operaciones militares en el ámbito cibernético para la defensa nacional.
  • 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: Future Rapid Effect System
Triple: [Scout SV, programme, Future Rapid Effect System]
Generated description
The Future Rapid Effect System was a British Army modernization initiative aimed at rapidly deploying a family of medium-weight, networked armoured vehicles to enhance expeditionary warfare capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future Rapid Effect System
Target entity description: The Future Rapid Effect System was a British Army modernization initiative aimed at rapidly deploying a family of medium-weight, networked armoured vehicles to enhance expeditionary warfare capabilities.
  • A. Future Anti-Surface Guided Weapon
    The Future Anti-Surface Guided Weapon is a UK defence procurement programme to develop and field advanced helicopter-launched anti-ship and anti-surface missiles for the Royal Navy.
  • B. Future Years Defense Program
    The Future Years Defense Program is the U.S. Department of Defense’s official five-year financial and force-structure plan that aligns projected budgets with strategic priorities and programs.
  • C. Skunk Works rapid development model
    The Skunk Works rapid development model is an innovative aerospace engineering and project management approach that emphasizes small, highly skilled teams, streamlined processes, and fast, secretive development cycles to deliver advanced technologies quickly.
  • D. Very High Readiness Joint Task Force
    The Very High Readiness Joint Task Force is NATO’s rapidly deployable spearhead unit designed to respond within days to emerging crises, particularly on the alliance’s eastern flank.
  • E. Mando Conjunto del Ciberespacio
    El Mando Conjunto del Ciberespacio es el órgano de las Fuerzas Armadas españolas responsable de planificar, dirigir y ejecutar las operaciones militares en el ámbito cibernético para la defensa nacional.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3a81ac4819084a07625b8ed4ec5 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0980f48190a2dc1cc29621bcd8 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090bf30e048190a2c81dece02c997d completed May 17, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a090d0d52fc8190aed0a475f3424213 completed May 17, 2026, 12:34 a.m.
Created at: April 16, 2026, 12:44 p.m.