Triple

T18142425
Position Surface form Disambiguated ID Type / Status
Subject British Army equipment E434295 entity
Predicate includesItem P1393 FINISHED
Object 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.
E1309683 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: 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.
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: L110A3 light machine gun
Triple: [British Army equipment, includesItem, L110A3 light machine gun]
Generated 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.
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 (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_6a038fb549d88190b9e4bf3dbd1c35b5 completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a039182427c81909de840ddf7b2172f completed May 12, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_6a03927b1794819098106ca3695178dc completed May 12, 2026, 8:50 p.m.
Created at: April 10, 2026, 10:29 a.m.