Triple

T18142426
Position Surface form Disambiguated ID Type / Status
Subject British Army equipment E434295 entity
Predicate includesItem P1393 FINISHED
Object L111A1 heavy 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: L111A1 heavy machine gun | Statement: [British Army equipment, includesItem, L111A1 heavy machine gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: L111A1 heavy machine gun
Context triple: [British Army equipment, includesItem, L111A1 heavy machine gun]
  • A. 7.62 mm L37A1 machine gun
    The 7.62 mm L37A1 machine gun is a British coaxial/general-purpose machine gun variant chambered in 7.62×51mm NATO, commonly mounted on armored fighting vehicles.
  • B. L110A3 light machine gun
    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.
  • C. 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.
  • D. MG 131 machine gun
    The MG 131 machine gun was a German 13 mm aircraft-mounted heavy machine gun used extensively by the Luftwaffe during World War II for defensive and offensive armament on various combat aircraft.
  • 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: L111A1 heavy machine gun
Target entity description: The L111A1 is a British Army heavy machine gun, derived from the Browning M2, used for sustained high-caliber fire from vehicles, tripods, and fixed mounts.
  • A. 7.62 mm L37A1 machine gun
    The 7.62 mm L37A1 machine gun is a British coaxial/general-purpose machine gun variant chambered in 7.62×51mm NATO, commonly mounted on armored fighting vehicles.
  • B. L110A3 light machine gun
    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.
  • C. 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.
  • D. MG 131 machine gun
    The MG 131 machine gun was a German 13 mm aircraft-mounted heavy machine gun used extensively by the Luftwaffe during World War II for defensive and offensive armament on various combat aircraft.
  • 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.