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.