Triple

T44297
Position Surface form Disambiguated ID Type / Status
Subject Cold War E868 entity
Predicate hasEconomicAspect P2313 FINISHED
Object military–industrial complex
The military–industrial complex is the network of relationships between a nation's armed forces, government, and defense industries that drives and benefits from sustained military spending and arms production.
E2412 NE FINISHED

How this triple was built (5 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: military–industrial complex | Statement: [Cold War, hasEconomicAspect, military–industrial complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: military–industrial complex
Context triple: [Cold War, hasEconomicAspect, military–industrial complex]
  • A. National Military Establishment
    The National Military Establishment was the post–World War II U.S. federal organization that briefly coordinated the Army, Navy, and newly created Air Force before evolving into the Department of Defense.
  • B. World War II economic mobilization
    World War II economic mobilization was the large-scale transformation of national economies—especially in the United States and other Allied powers—into war-focused production systems that ended mass unemployment and massively expanded industrial output.
  • C. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • D. National Security Council of the United States
    The National Security Council of the United States is a senior advisory body within the executive branch that coordinates national security and foreign policy strategy for the president.
  • E. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • 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: military–industrial complex
Triple: [Cold War, hasEconomicAspect, military–industrial complex]
Generated description
The military–industrial complex is the network of relationships between a nation's armed forces, government, and defense industries that drives and benefits from sustained military spending and arms production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: military–industrial complex
Target entity description: The military–industrial complex is the network of relationships between a nation's armed forces, government, and defense industries that drives and benefits from sustained military spending and arms production.
  • A. National Military Establishment
    The National Military Establishment was the post–World War II U.S. federal organization that briefly coordinated the Army, Navy, and newly created Air Force before evolving into the Department of Defense.
  • B. World War II economic mobilization
    World War II economic mobilization was the large-scale transformation of national economies—especially in the United States and other Allied powers—into war-focused production systems that ended mass unemployment and massively expanded industrial output.
  • C. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • D. National Security Council of the United States
    The National Security Council of the United States is a senior advisory body within the executive branch that coordinates national security and foreign policy strategy for the president.
  • E. Point Four Program
    The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEconomicAspect
Context triple: [Cold War, hasEconomicAspect, military–industrial complex]
  • A. economicAspect chosen
    Indicates that something is related to, characterized by, or has implications for economic factors, conditions, or outcomes.
  • B. hasEconomicRole
    Indicates that an entity participates in or fulfills a specific function, position, or responsibility within an economic system or activity.
  • C. economicSystem
    Indicates the type or structure of the economic organization or system under which an entity operates or to which it belongs.
  • D. hasEconomicActivity
    Indicates that an entity engages in, supports, or is associated with a specific type of economic activity or business operation.
  • E. hasEconomicProgram
    Indicates that an entity possesses, implements, or is associated with a specific economic plan, policy framework, or set of economic measures.
  • F. None of above.

Provenance (6 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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24c083ad081909c1122c8fb29efdc completed Feb. 28, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e63a9848190a0f38b23521804e6 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24efe21148190849accf51a2632f0 completed Feb. 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69a24fcbeee4819087186dada7466dfe completed Feb. 28, 2026, 2:15 a.m.
PD Predicate disambiguation batch_69a24aba9a2c81909f769a8f22e30c92 completed Feb. 28, 2026, 1:54 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.