Triple

T13979767
Position Surface form Disambiguated ID Type / Status
Subject Golf Company, 2nd Battalion, 4th Marines E336276 entity
Predicate usesEquipment P2728 FINISHED
Object M320 grenade launcher
The M320 grenade launcher is a modern, single-shot, 40mm under-barrel or stand-alone weapon system used by military forces for accurate short- to medium-range explosive fire support.
E421756 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: M320 grenade launcher | Statement: [Golf Company, 2nd Battalion, 4th Marines, usesEquipment, M320 grenade launcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M320 grenade launcher
Context triple: [Golf Company, 2nd Battalion, 4th Marines, usesEquipment, M320 grenade launcher]
  • A. MK19 grenade launcher
    The MK19 grenade launcher is a belt-fed, automatic 40mm weapon system used by the U.S. military to deliver high-explosive fire against personnel, light vehicles, and fortifications at medium ranges.
  • B. M203 40 mm grenade launcher
    The M203 40 mm grenade launcher is a single-shot, under-barrel weapon system designed to attach to rifles and provide infantry with enhanced explosive firepower for close support and area suppression.
  • C. HK69 grenade launcher
    The HK69 grenade launcher is a German-made, single-shot, break-action 40mm weapon designed by Heckler & Koch for infantry use in launching explosive and less-lethal munitions.
  • D. M249 light machine gun
    The M249 light machine gun is a belt-fed, gas-operated 5.56×45mm NATO squad automatic weapon widely used by the U.S. military and other armed forces for sustained automatic fire at the infantry level.
  • E. M242 Bushmaster 25 mm chain gun
    The M242 Bushmaster 25 mm chain gun is a widely used, externally powered autocannon known for its reliability and versatility on armored vehicles and naval platforms.
  • 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: M320 grenade launcher
Triple: [Golf Company, 2nd Battalion, 4th Marines, usesEquipment, M320 grenade launcher]
Generated description
The M320 grenade launcher is a modern, single-shot, 40mm under-barrel or stand-alone weapon system used by military forces for accurate short- to medium-range explosive fire support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M320 grenade launcher
Target entity description: The M320 grenade launcher is a modern, single-shot, 40mm under-barrel or stand-alone weapon system used by military forces for accurate short- to medium-range explosive fire support.
  • A. MK19 grenade launcher
    The MK19 grenade launcher is a belt-fed, automatic 40mm weapon system used by the U.S. military to deliver high-explosive fire against personnel, light vehicles, and fortifications at medium ranges.
  • B. M203 40 mm grenade launcher chosen
    The M203 40 mm grenade launcher is a single-shot, under-barrel weapon system designed to attach to rifles and provide infantry with enhanced explosive firepower for close support and area suppression.
  • C. HK69 grenade launcher
    The HK69 grenade launcher is a German-made, single-shot, break-action 40mm weapon designed by Heckler & Koch for infantry use in launching explosive and less-lethal munitions.
  • D. M249 light machine gun
    The M249 light machine gun is a belt-fed, gas-operated 5.56×45mm NATO squad automatic weapon widely used by the U.S. military and other armed forces for sustained automatic fire at the infantry level.
  • E. M242 Bushmaster 25 mm chain gun
    The M242 Bushmaster 25 mm chain gun is a widely used, externally powered autocannon known for its reliability and versatility on armored vehicles and naval platforms.
  • F. None of above.

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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea10dc88190b9720919a021e570 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6504dcc81908a1dfa5a83ed7b08 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc408dc008190ae61bd7044857bb6 completed May 7, 2026, 4:55 p.m.
NED2 Entity disambiguation (via description) batch_69fcc4770ce48190ab8ed2bd5f669d8d completed May 7, 2026, 4:57 p.m.
Created at: April 9, 2026, 10:18 p.m.