Triple

T1677034
Position Surface form Disambiguated ID Type / Status
Subject Heckler & Koch E36253 entity
Predicate product P490 FINISHED
Object 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.
E209139 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: G36 assault rifle | Statement: [Heckler & Koch, product, G36 assault rifle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G36 assault rifle
Context triple: [Heckler & Koch, product, G36 assault rifle]
  • A. HK417 battle rifle
    The HK417 battle rifle is a German-designed, gas-operated, selective-fire rifle chambered in 7.62×51mm NATO, known for its reliability, accuracy, and use by military and special forces units worldwide.
  • B. 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.
  • C. HK416F assault rifle
    The HK416F assault rifle is a modern, gas‑piston–operated 5.56×45mm NATO firearm developed by Heckler & Koch and adopted as the standard service rifle of the French armed forces.
  • D. G3 battle rifle
    The G3 battle rifle is a widely used 7.62×51mm NATO select-fire rifle developed in the 1950s and adopted by numerous armed forces around the world.
  • E. SA80 assault rifle
    The SA80 assault rifle is the standard-issue bullpup infantry weapon of the British Armed Forces, known for its compact design and multiple modernization upgrades since its introduction in the 1980s.
  • 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: G36 assault rifle
Triple: [Heckler & Koch, product, G36 assault rifle]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G36 assault rifle
Target entity description: 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.
  • A. HK417 battle rifle
    The HK417 battle rifle is a German-designed, gas-operated, selective-fire rifle chambered in 7.62×51mm NATO, known for its reliability, accuracy, and use by military and special forces units worldwide.
  • B. 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.
  • C. HK416F assault rifle
    The HK416F assault rifle is a modern, gas‑piston–operated 5.56×45mm NATO firearm developed by Heckler & Koch and adopted as the standard service rifle of the French armed forces.
  • D. G3 battle rifle
    The G3 battle rifle is a widely used 7.62×51mm NATO select-fire rifle developed in the 1950s and adopted by numerous armed forces around the world.
  • E. SA80 assault rifle
    The SA80 assault rifle is the standard-issue bullpup infantry weapon of the British Armed Forces, known for its compact design and multiple modernization upgrades since its introduction in the 1980s.
  • 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_69a886139ed081909af0940aa9313512 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa625e4cd0819083825b41196f902d completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf3608208190a27b0f949da83fcd completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69addfe46b388190b319043170253701 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade08d0ce0819097beb901dbb39d89 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:29 p.m.