Triple

T18142424
Position Surface form Disambiguated ID Type / Status
Subject British Army equipment E434295 entity
Predicate includesItem P1393 FINISHED
Object 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.
E1308041 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: L7A2 general purpose machine gun | Statement: [British Army equipment, includesItem, L7A2 general purpose machine gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: L7A2 general purpose machine gun
Context triple: [British Army equipment, includesItem, L7A2 general purpose machine gun]
  • A. MG3 machine gun
    The MG3 machine gun is a German 7.62×51mm NATO general-purpose machine gun derived from the World War II-era MG 42 and widely used by NATO and other armed forces for decades.
  • B. MG5 general-purpose machine gun
    The MG5 general-purpose machine gun is a modern 7.62×51mm NATO belt-fed weapon used by the German military as a standard infantry and vehicle-mounted support gun.
  • C. M60 machine gun
    The M60 machine gun is a 7.62×51mm NATO general-purpose machine gun developed by the United States and widely used by its military forces from the late 1950s onward.
  • D. 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.
  • E. 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.
  • 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: L7A2 general purpose machine gun
Triple: [British Army equipment, includesItem, L7A2 general purpose machine gun]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: L7A2 general purpose machine gun
Target entity description: 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.
  • A. MG3 machine gun
    The MG3 machine gun is a German 7.62×51mm NATO general-purpose machine gun derived from the World War II-era MG 42 and widely used by NATO and other armed forces for decades.
  • B. MG5 general-purpose machine gun
    The MG5 general-purpose machine gun is a modern 7.62×51mm NATO belt-fed weapon used by the German military as a standard infantry and vehicle-mounted support gun.
  • C. M60 machine gun
    The M60 machine gun is a 7.62×51mm NATO general-purpose machine gun developed by the United States and widely used by its military forces from the late 1950s onward.
  • D. 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.
  • E. 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.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0c8aa88190b4ded7e6d05f6edf completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038552a3e081908d055737dd85b2c6 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03887c8e4c819084d905bd116799fc completed May 12, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0388ea54a0819089def110dd41b4d4 completed May 12, 2026, 8:09 p.m.
Created at: April 10, 2026, 10:29 a.m.