Triple

T4921483
Position Surface form Disambiguated ID Type / Status
Subject Novorossiysk amphibious operations (1943) E110475 entity
Predicate involvedForce P1063 FINISHED
Object Soviet naval infantry
Soviet naval infantry were specialized marine units of the Soviet Navy trained and equipped for amphibious assaults, coastal defense, and seaborne operations during conflicts such as World War II.
E477833 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: Soviet naval infantry | Statement: [Novorossiysk amphibious operations (1943), involvedForce, Soviet naval infantry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soviet naval infantry
Context triple: [Novorossiysk amphibious operations (1943), involvedForce, Soviet naval infantry]
  • A. Soviet Separate Coastal Army
    The Soviet Separate Coastal Army was a Red Army formation that played a key role in defending key Black Sea coastal cities, notably during the 1941 siege of Odessa in World War II.
  • B. Soviet Navy
    The Soviet Navy was the maritime military force of the Soviet Union, known during the Cold War for its large submarine fleet, blue-water ambitions, and strategic rivalry with the United States Navy.
  • C. Baltic Fleet (Soviet Union)
    The Baltic Fleet (Soviet Union) was the Soviet Navy’s principal naval force in the Baltic Sea, playing a key role in coastal defense, maritime operations, and World War II combat against German forces.
  • D. Soviet Naval Aviation
    Soviet Naval Aviation was the maritime air arm of the Soviet Navy, responsible for long-range reconnaissance, anti-ship and anti-submarine warfare, and strategic strike missions over the world’s oceans.
  • E. Soviet Black Sea Fleet
    The Soviet Black Sea Fleet was the Soviet Navy’s major operational fleet in the Black Sea, playing a key strategic and combat role from the Russian Empire’s collapse through World War II and the Cold War.
  • 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: Soviet naval infantry
Triple: [Novorossiysk amphibious operations (1943), involvedForce, Soviet naval infantry]
Generated description
Soviet naval infantry were specialized marine units of the Soviet Navy trained and equipped for amphibious assaults, coastal defense, and seaborne operations during conflicts such as World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soviet naval infantry
Target entity description: Soviet naval infantry were specialized marine units of the Soviet Navy trained and equipped for amphibious assaults, coastal defense, and seaborne operations during conflicts such as World War II.
  • A. Soviet Separate Coastal Army
    The Soviet Separate Coastal Army was a Red Army formation that played a key role in defending key Black Sea coastal cities, notably during the 1941 siege of Odessa in World War II.
  • B. Soviet Navy
    The Soviet Navy was the maritime military force of the Soviet Union, known during the Cold War for its large submarine fleet, blue-water ambitions, and strategic rivalry with the United States Navy.
  • C. Baltic Fleet (Soviet Union)
    The Baltic Fleet (Soviet Union) was the Soviet Navy’s principal naval force in the Baltic Sea, playing a key role in coastal defense, maritime operations, and World War II combat against German forces.
  • D. Soviet Naval Aviation
    Soviet Naval Aviation was the maritime air arm of the Soviet Navy, responsible for long-range reconnaissance, anti-ship and anti-submarine warfare, and strategic strike missions over the world’s oceans.
  • E. Soviet Black Sea Fleet
    The Soviet Black Sea Fleet was the Soviet Navy’s major operational fleet in the Black Sea, playing a key strategic and combat role from the Russian Empire’s collapse through World War II and the Cold War.
  • 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_69bd4413f9908190afcff44d7929cc4c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ffabccc81909115ece1b04e2061 completed March 20, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6ff644608190b1794ce1aa3b6ebd completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be703cedf081909a420db4e7112fb1 completed March 21, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_69be7097c2a0819082229acd3d6f99ca completed March 21, 2026, 10:19 a.m.
Created at: March 20, 2026, 1:30 p.m.