Triple

T10082749
Position Surface form Disambiguated ID Type / Status
Subject HK33 E213942 entity
Predicate family P566 FINISHED
Object Heckler & Koch 33 series
The Heckler & Koch 33 series is a family of German 5.56×45mm NATO assault rifles developed from the G3 design and widely used by military and law enforcement forces worldwide.
 E842880 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: Heckler & Koch 33 series | Statement: [HK33, family, Heckler & Koch 33 series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heckler & Koch 33 series
Context triple: [HK33, family, Heckler & Koch 33 series]
  • A. Heckler & Koch G3 rifle
    The Heckler & Koch G3 rifle is a German 7.62×51mm NATO battle rifle renowned for its roller-delayed blowback action, widespread military adoption during the Cold War, and extensive influence on later HK small arms designs.
  • B. Heckler & Koch MG5
    The Heckler & Koch MG5 is a modern German 7.62×51mm NATO general-purpose machine gun designed for the Bundeswehr as a successor to older MG3 systems, offering improved ergonomics, modularity, and reliability.
  • C. G36 assault rifle
    The G36 assault rifle is a modern 5.56×45mm NATO modular infantry weapon developed by the German manufacturer Heckler & Koch and widely used by military forces around the world.
  • D. HK433 assault rifle
    The HK433 assault rifle is a modern modular German 5.56×45mm NATO firearm designed by Heckler & Koch to combine features of the G36 and HK416 for military and law enforcement use.
  • E. MP5 submachine gun
    The MP5 submachine gun is a widely used 9×19mm firearm renowned for its reliability, accuracy, and extensive adoption by military and law enforcement units worldwide.
  • 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: Heckler & Koch 33 series
Triple: [HK33, family, Heckler & Koch 33 series]
Generated description
The Heckler & Koch 33 series is a family of German 5.56×45mm NATO assault rifles developed from the G3 design and widely used by military and law enforcement forces worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heckler & Koch 33 series
Target entity description: The Heckler & Koch 33 series is a family of German 5.56×45mm NATO assault rifles developed from the G3 design and widely used by military and law enforcement forces worldwide.
  • A. Heckler & Koch G3 rifle
    The Heckler & Koch G3 rifle is a German 7.62×51mm NATO battle rifle renowned for its roller-delayed blowback action, widespread military adoption during the Cold War, and extensive influence on later HK small arms designs.
  • B. Heckler & Koch MG5
    The Heckler & Koch MG5 is a modern German 7.62×51mm NATO general-purpose machine gun designed for the Bundeswehr as a successor to older MG3 systems, offering improved ergonomics, modularity, and reliability.
  • C. G36 assault rifle
    The G36 assault rifle is a modern 5.56×45mm NATO modular infantry weapon developed by the German manufacturer Heckler & Koch and widely used by military forces around the world.
  • D. HK433 assault rifle
    The HK433 assault rifle is a modern modular German 5.56×45mm NATO firearm designed by Heckler & Koch to combine features of the G36 and HK416 for military and law enforcement use.
  • E. MP5 submachine gun
    The MP5 submachine gun is a widely used 9×19mm firearm renowned for its reliability, accuracy, and extensive adoption by military and law enforcement units worldwide.
  • 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd04352d081908f676444cd2d2578 completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cbcc82988190903efb78d0a4ce81 completed April 5, 2026, 8:53 p.m.
NEDg Description generation batch_69d2cd242ed8819097895cb15cbb5d47 completed April 5, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69d2d1204f008190a9349c071c1e8d19 completed April 5, 2026, 9:16 p.m.
Created at: March 30, 2026, 9 p.m.