Triple

T18142425
Position Surface form Disambiguated ID Type / Status
Subject British Army equipment E434295 entity
Predicate includesItem P1393 FINISHED
Object L110A3 light machine gun — NE NERFINISHED

How this triple was built (3 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: L110A3 light machine gun | Statement: [British Army equipment, includesItem, L110A3 light machine gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: L110A3 light machine gun
Context triple: [British Army equipment, includesItem, L110A3 light machine gun]
  • A. MG4 light machine gun
    The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
  • B. L7A2 general purpose machine gun
    The L7A2 general purpose machine gun is a British variant of the FN MAG, widely used as a belt-fed 7.62×51mm NATO support weapon for infantry and vehicle-mounted roles.
  • C. K3 light machine gun
    The K3 light machine gun is a South Korean 5.56×45mm NATO squad automatic weapon, similar in role to the FN Minimi, used as a standard support weapon by the Republic of Korea Army and other forces.
  • D. RPD light machine gun
    The RPD light machine gun is a Soviet-designed, belt-fed 7.62×39mm squad automatic weapon developed in the late World War II era and widely used during the Cold War.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: L110A3 light machine gun
Target entity description: The L110A3 light machine gun is a British variant of the FN Minimi, used by the British Army as a squad-level automatic weapon for sustained suppressive fire.
  • A. MG4 light machine gun
    The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
  • B. L7A2 general purpose machine gun
    The L7A2 general purpose machine gun is a British variant of the FN MAG, widely used as a belt-fed 7.62×51mm NATO support weapon for infantry and vehicle-mounted roles.
  • C. K3 light machine gun
    The K3 light machine gun is a South Korean 5.56×45mm NATO squad automatic weapon, similar in role to the FN Minimi, used as a standard support weapon by the Republic of Korea Army and other forces.
  • D. RPD light machine gun
    The RPD light machine gun is a Soviet-designed, belt-fed 7.62×39mm squad automatic weapon developed in the late World War II era and widely used during the Cold War.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0c8aa88190b4ded7e6d05f6edf completed April 19, 2026, 1:52 p.m.
Created at: April 10, 2026, 10:29 a.m.