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.