Triple

T8099183
Position Surface form Disambiguated ID Type / Status
Subject Mikhail Kalashnikov E189063 entity
Predicate notableWork P4 FINISHED
Object PK machine gun family
The PK machine gun family is a series of Soviet/Russian general-purpose machine guns designed by Mikhail Kalashnikov, widely used for their reliability and effectiveness in infantry and vehicle-mounted roles.
E711414 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: PK machine gun family | Statement: [Mikhail Kalashnikov, notableWork, PK machine gun family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PK machine gun family
Context triple: [Mikhail Kalashnikov, notableWork, PK machine gun family]
  • A. Lewis machine guns
    Lewis machine guns are early 20th-century air-cooled, drum-fed light machine guns widely used by British and Allied forces, especially in aircraft and infantry roles during World War I.
  • B. MG5 general-purpose machine gun
    The MG5 general-purpose machine gun is a modern 7.62×51mm NATO belt-fed weapon used by the German military as a standard infantry and vehicle-mounted support gun.
  • C. HK21 machine gun
    The HK21 machine gun is a German-designed, belt-fed general-purpose machine gun developed by Heckler & Koch and based on the G3 rifle’s roller-delayed blowback system.
  • D. Sten submachine gun
    The Sten submachine gun was a simple, inexpensive British 9mm World War II firearm widely used by Allied forces and resistance fighters for its ease of manufacture and concealment.
  • E. Lanchester submachine gun
    The Lanchester submachine gun was a British World War II-era firearm, closely based on the German MP 28, used primarily by the Royal Navy and known for its robust construction and reliability.
  • 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: PK machine gun family
Triple: [Mikhail Kalashnikov, notableWork, PK machine gun family]
Generated description
The PK machine gun family is a series of Soviet/Russian general-purpose machine guns designed by Mikhail Kalashnikov, widely used for their reliability and effectiveness in infantry and vehicle-mounted roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PK machine gun family
Target entity description: The PK machine gun family is a series of Soviet/Russian general-purpose machine guns designed by Mikhail Kalashnikov, widely used for their reliability and effectiveness in infantry and vehicle-mounted roles.
  • A. Lewis machine guns
    Lewis machine guns are early 20th-century air-cooled, drum-fed light machine guns widely used by British and Allied forces, especially in aircraft and infantry roles during World War I.
  • B. MG5 general-purpose machine gun
    The MG5 general-purpose machine gun is a modern 7.62×51mm NATO belt-fed weapon used by the German military as a standard infantry and vehicle-mounted support gun.
  • C. HK21 machine gun
    The HK21 machine gun is a German-designed, belt-fed general-purpose machine gun developed by Heckler & Koch and based on the G3 rifle’s roller-delayed blowback system.
  • D. Sten submachine gun
    The Sten submachine gun was a simple, inexpensive British 9mm World War II firearm widely used by Allied forces and resistance fighters for its ease of manufacture and concealment.
  • E. Lanchester submachine gun
    The Lanchester submachine gun was a British World War II-era firearm, closely based on the German MP 28, used primarily by the Royal Navy and known for its robust construction and reliability.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42961ad4819085d023427fc5ac5f completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc641d96e88190adee974b79d5fc05 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:30 p.m.