Triple

T15001689
Position Surface form Disambiguated ID Type / Status
Subject Long Range Desert Group E374105 entity
Predicate equipment P2728 FINISHED
Object Vickers K machine guns
Vickers K machine guns were fast-firing British aircraft-derived machine guns widely used in World War II for flexible, high-rate-of-fire roles, including by special forces and reconnaissance units.
E1132117 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: Vickers K machine guns | Statement: [Long Range Desert Group, equipment, Vickers K machine guns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vickers K machine guns
Context triple: [Long Range Desert Group, equipment, Vickers K machine guns]
  • A. Vickers machine gun
    The Vickers machine gun is a British water-cooled, belt-fed heavy machine gun widely used by the British Empire’s armed forces from World War I through World War II.
  • B. Hotchkiss machine gun
    The Hotchkiss machine gun is a late 19th-century, gas-operated, air-cooled heavy machine gun widely used by several armies, particularly France’s, during World War I and into World War II.
  • C. 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.
  • D. Lewis machine guns
    Lewis machine guns are early 20th-century air-cooled, drum-fed light machine guns widely used by British and Allied forces, especially in aircraft and infantry roles during World War I.
  • E. Lanchester submachine gun
    The Lanchester submachine gun was a British World War II-era firearm, closely based on the German MP 28, used primarily by the Royal Navy and known for its robust construction and reliability.
  • 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: Vickers K machine guns
Triple: [Long Range Desert Group, equipment, Vickers K machine guns]
Generated description
Vickers K machine guns were fast-firing British aircraft-derived machine guns widely used in World War II for flexible, high-rate-of-fire roles, including by special forces and reconnaissance units.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vickers K machine guns
Target entity description: Vickers K machine guns were fast-firing British aircraft-derived machine guns widely used in World War II for flexible, high-rate-of-fire roles, including by special forces and reconnaissance units.
  • A. Vickers machine gun
    The Vickers machine gun is a British water-cooled, belt-fed heavy machine gun widely used by the British Empire’s armed forces from World War I through World War II.
  • B. Hotchkiss machine gun
    The Hotchkiss machine gun is a late 19th-century, gas-operated, air-cooled heavy machine gun widely used by several armies, particularly France’s, during World War I and into World War II.
  • C. 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.
  • D. Lewis machine guns
    Lewis machine guns are early 20th-century air-cooled, drum-fed light machine guns widely used by British and Allied forces, especially in aircraft and infantry roles during World War I.
  • E. Lanchester submachine gun
    The Lanchester submachine gun was a British World War II-era firearm, closely based on the German MP 28, used primarily by the Royal Navy and known for its robust construction and reliability.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded72fec948190b1c9705538c57976 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969e2d888190afbb9c8fd8a707c8 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98bf505c819089740180a763db34 completed May 9, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69fe9aab47888190812ff9732380e124 completed May 9, 2026, 2:23 a.m.
Created at: April 10, 2026, 2:54 a.m.