Triple

T1984885
Position Surface form Disambiguated ID Type / Status
Subject Quadrennial Defense Review E43117 entity
Predicate replacedBy P101 FINISHED
Object Defense Strategy Review
The Defense Strategy Review is a U.S. Department of Defense strategic planning process that succeeded the Quadrennial Defense Review to guide long-term military priorities, capabilities, and resource allocation.
E43117 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: Defense Strategy Review | Statement: [Quadrennial Defense Review, replacedBy, Defense Strategy Review]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Defense Strategy Review
Context triple: [Quadrennial Defense Review, replacedBy, Defense Strategy Review]
  • A. Total Strategy security doctrine
    The Total Strategy security doctrine was a comprehensive apartheid-era policy framework in South Africa that combined military, political, economic, and psychological measures to combat perceived internal and external threats to white minority rule.
  • B. Defense Planning Guidance
    Defense Planning Guidance was a series of classified U.S. Department of Defense policy documents that outlined long-term military strategy, force structure, and resource priorities in the post–Cold War era.
  • C. Quadrennial Defense Review
    The Quadrennial Defense Review was a periodic U.S. Department of Defense strategic planning report that assessed military priorities, capabilities, and force structure to guide long-term defense policy and resource decisions.
  • D. National Military Strategy
    The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
  • E. Strategy
    Strategy is a behavioral design pattern that defines a family of algorithms, encapsulates each one, and makes them interchangeable so that clients can vary their behavior independently from the algorithms they use.
  • 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: Defense Strategy Review
Triple: [Quadrennial Defense Review, replacedBy, Defense Strategy Review]
Generated description
The Defense Strategy Review is a U.S. Department of Defense strategic planning process that succeeded the Quadrennial Defense Review to guide long-term military priorities, capabilities, and resource allocation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Defense Strategy Review
Target entity description: The Defense Strategy Review is a U.S. Department of Defense strategic planning process that succeeded the Quadrennial Defense Review to guide long-term military priorities, capabilities, and resource allocation.
  • A. Total Strategy security doctrine
    The Total Strategy security doctrine was a comprehensive apartheid-era policy framework in South Africa that combined military, political, economic, and psychological measures to combat perceived internal and external threats to white minority rule.
  • B. Defense Planning Guidance
    Defense Planning Guidance was a series of classified U.S. Department of Defense policy documents that outlined long-term military strategy, force structure, and resource priorities in the post–Cold War era.
  • C. Quadrennial Defense Review chosen
    The Quadrennial Defense Review was a periodic U.S. Department of Defense strategic planning report that assessed military priorities, capabilities, and force structure to guide long-term defense policy and resource decisions.
  • D. National Military Strategy
    The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
  • E. Strategy
    Strategy is a behavioral design pattern that defines a family of algorithms, encapsulates each one, and makes them interchangeable so that clients can vary their behavior independently from the algorithms they use.
  • F. None of above.

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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb821c2d48190abea6c89f37b51b1 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae03301a2481909f6147482d490b90 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae04eb6c5c8190914fc35975400784 completed March 8, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69ae055df5ec8190ae39d938a8102b9d completed March 8, 2026, 11:25 p.m.
Created at: March 4, 2026, 7:37 p.m.