Triple

T19106926
Position Surface form Disambiguated ID Type / Status
Subject Russian Army E467678 entity
Predicate uses P98 FINISHED
Object Msta-S self-propelled howitzer
The Msta-S self-propelled howitzer is a Russian 152 mm tracked artillery system designed for long-range indirect fire support and high mobility on the battlefield.
E1358722 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: Msta-S self-propelled howitzer | Statement: [Russian Army, uses, Msta-S self-propelled howitzer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Msta-S self-propelled howitzer
Context triple: [Russian Army, uses, Msta-S self-propelled howitzer]
  • A. Palmaria self-propelled howitzer
    The Palmaria self-propelled howitzer is an Italian 155 mm tracked artillery system developed in the late 20th century for export, known for its armored protection and long-range indirect fire capability.
  • B. Wespe self-propelled howitzer
    The Wespe self-propelled howitzer was a German World War II artillery vehicle that mounted a 105 mm howitzer on a modified light tank chassis to provide mobile fire support for armored units.
  • C. AS-90 self-propelled howitzer
    The AS-90 is a British 155 mm self-propelled howitzer system introduced in the early 1990s, designed to provide highly mobile, long-range artillery support for the British Army.
  • D. CAESAR self-propelled howitzer
    The CAESAR self-propelled howitzer is a French 155 mm truck-mounted artillery system known for its high mobility, long-range precision fire, and widespread use in modern armies.
  • E. DANA self-propelled howitzer
    The DANA self-propelled howitzer is a Czechoslovak-designed 152 mm wheeled artillery system known for its high mobility, automatic loading, and extensive use in Eastern European armed forces.
  • 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: Msta-S self-propelled howitzer
Triple: [Russian Army, uses, Msta-S self-propelled howitzer]
Generated description
The Msta-S self-propelled howitzer is a Russian 152 mm tracked artillery system designed for long-range indirect fire support and high mobility on the battlefield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Msta-S self-propelled howitzer
Target entity description: The Msta-S self-propelled howitzer is a Russian 152 mm tracked artillery system designed for long-range indirect fire support and high mobility on the battlefield.
  • A. Palmaria self-propelled howitzer
    The Palmaria self-propelled howitzer is an Italian 155 mm tracked artillery system developed in the late 20th century for export, known for its armored protection and long-range indirect fire capability.
  • B. Wespe self-propelled howitzer
    The Wespe self-propelled howitzer was a German World War II artillery vehicle that mounted a 105 mm howitzer on a modified light tank chassis to provide mobile fire support for armored units.
  • C. AS-90 self-propelled howitzer
    The AS-90 is a British 155 mm self-propelled howitzer system introduced in the early 1990s, designed to provide highly mobile, long-range artillery support for the British Army.
  • D. CAESAR self-propelled howitzer
    The CAESAR self-propelled howitzer is a French 155 mm truck-mounted artillery system known for its high mobility, long-range precision fire, and widespread use in modern armies.
  • E. DANA self-propelled howitzer
    The DANA self-propelled howitzer is a Czechoslovak-designed 152 mm wheeled artillery system known for its high mobility, automatic loading, and extensive use in Eastern European armed forces.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e391245c8190b1393577b61c4f76 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dda214948190a7b1c37e4d823267 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfd00d1081908086212708501c8f completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e0f25e2481909ddd3f2181b784ea completed May 14, 2026, 2:49 p.m.
Created at: April 10, 2026, 12:04 p.m.