Triple

T12712770
Position Surface form Disambiguated ID Type / Status
Subject Severodvinsk shipyards E303761 entity
Predicate partOf P40 FINISHED
Object Russian military–industrial complex
The Russian military–industrial complex is the network of state and private enterprises, research institutions, and infrastructure that design, produce, and maintain Russia’s weapons systems, military equipment, and defense technologies.
E996909 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: Russian military–industrial complex | Statement: [Severodvinsk shipyards, partOf, Russian military–industrial complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Russian military–industrial complex
Context triple: [Severodvinsk shipyards, partOf, Russian military–industrial complex]
  • A. Soviet military–industrial complex
    The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
  • B. Rostec
    Rostec is a Russian state-owned conglomerate that unites numerous defense, aviation, and high-tech enterprises under government control.
  • C. Russian Armed Forces
    The Russian Armed Forces are the military forces of the Russian Federation, comprising its army, navy, and aerospace forces and serving as one of the world's largest and most heavily armed militaries.
  • D. People's Commissariat of Armaments of the USSR
    The People's Commissariat of Armaments of the USSR was a Soviet government ministry responsible for overseeing the development and production of weapons and military equipment, particularly during World War II.
  • E. Federal Service for Military-Technical Cooperation
    The Federal Service for Military-Technical Cooperation is a Russian government agency responsible for regulating and overseeing the country’s international military-technical cooperation and arms exports.
  • 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: Russian military–industrial complex
Triple: [Severodvinsk shipyards, partOf, Russian military–industrial complex]
Generated description
The Russian military–industrial complex is the network of state and private enterprises, research institutions, and infrastructure that design, produce, and maintain Russia’s weapons systems, military equipment, and defense technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Russian military–industrial complex
Target entity description: The Russian military–industrial complex is the network of state and private enterprises, research institutions, and infrastructure that design, produce, and maintain Russia’s weapons systems, military equipment, and defense technologies.
  • A. Soviet military–industrial complex
    The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
  • B. Rostec
    Rostec is a Russian state-owned conglomerate that unites numerous defense, aviation, and high-tech enterprises under government control.
  • C. Russian Armed Forces
    The Russian Armed Forces are the military forces of the Russian Federation, comprising its army, navy, and aerospace forces and serving as one of the world's largest and most heavily armed militaries.
  • D. People's Commissariat of Armaments of the USSR
    The People's Commissariat of Armaments of the USSR was a Soviet government ministry responsible for overseeing the development and production of weapons and military equipment, particularly during World War II.
  • E. Federal Service for Military-Technical Cooperation
    The Federal Service for Military-Technical Cooperation is a Russian government agency responsible for regulating and overseeing the country’s international military-technical cooperation and arms exports.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96208fa6481909d6fd43654752a2d completed April 10, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b8f43081909d4a8e4241c813a1 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f672ac07908190bd2dfe90d55a13c1 completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67360b530819085d5db2aa0b7513d completed May 2, 2026, 9:57 p.m.
Created at: April 9, 2026, 5:23 p.m.