Triple

T828684
Position Surface form Disambiguated ID Type / Status
Subject Joint Forces Command (United Kingdom) E17913 entity
Predicate hasComponent P35 FINISHED
Object Development, Concepts and Doctrine Centre (relationship over time)
The Development, Concepts and Doctrine Centre is the UK Ministry of Defence’s think tank responsible for developing military concepts, doctrine and long-term strategic thinking for the armed forces.
E96482 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: Development, Concepts and Doctrine Centre (relationship over time) | Statement: [Joint Forces Command (United Kingdom), hasComponent, Development, Concepts and Doctrine Centre (relationship over time)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Development, Concepts and Doctrine Centre (relationship over time)
Context triple: [Joint Forces Command (United Kingdom), hasComponent, Development, Concepts and Doctrine Centre (relationship over time)]
  • A. Joint Strategic Planning System
    The Joint Strategic Planning System is a U.S. Department of Defense process used by senior leaders to develop, integrate, and assess long-range military strategies, plans, and resource priorities.
  • B. Soviet deep operations doctrine
    Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
  • C. NATO military doctrine
    NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
  • D. strategic direction of the Royal Air Force
    The strategic direction of the Royal Air Force is the high-level guidance and long-term planning that shapes the service’s missions, capabilities, and overall role in national defense and air power.
  • E. Defence Policy and Planning Division
    The Defence Policy and Planning Division is a NATO body responsible for developing and coordinating the Alliance’s defence policies, capability planning, and strategic guidance for member states.
  • 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: Development, Concepts and Doctrine Centre (relationship over time)
Triple: [Joint Forces Command (United Kingdom), hasComponent, Development, Concepts and Doctrine Centre (relationship over time)]
Generated description
The Development, Concepts and Doctrine Centre is the UK Ministry of Defence’s think tank responsible for developing military concepts, doctrine and long-term strategic thinking for the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Development, Concepts and Doctrine Centre (relationship over time)
Target entity description: The Development, Concepts and Doctrine Centre is the UK Ministry of Defence’s think tank responsible for developing military concepts, doctrine and long-term strategic thinking for the armed forces.
  • A. Joint Strategic Planning System
    The Joint Strategic Planning System is a U.S. Department of Defense process used by senior leaders to develop, integrate, and assess long-range military strategies, plans, and resource priorities.
  • B. Soviet deep operations doctrine
    Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
  • C. NATO military doctrine
    NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
  • D. strategic direction of the Royal Air Force
    The strategic direction of the Royal Air Force is the high-level guidance and long-term planning that shapes the service’s missions, capabilities, and overall role in national defense and air power.
  • E. Defence Policy and Planning Division
    The Defence Policy and Planning Division is a NATO body responsible for developing and coordinating the Alliance’s defence policies, capability planning, and strategic guidance for member states.
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ab9b458881909aa23f0eb7cbc87f completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d97a3b08190b7a5c635d74bcd47 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a783814b188190b449cd191667f1a1 completed March 4, 2026, 12:57 a.m.
NED2 Entity disambiguation (via description) batch_69a7840593988190b6882b456f0eea41 completed March 4, 2026, 12:59 a.m.
Created at: March 1, 2026, 7:38 p.m.