Triple

T9814561
Position Surface form Disambiguated ID Type / Status
Subject Benjamin B. Hotchkiss E238366 entity
Predicate notableWork P4 FINISHED
Object 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.
E826137 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: Hotchkiss machine gun | Statement: [Benjamin B. Hotchkiss, notableWork, Hotchkiss machine gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hotchkiss machine gun
Context triple: [Benjamin B. Hotchkiss, notableWork, Hotchkiss machine gun]
  • A. 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.
  • B. Maxim machine gun
    The Maxim machine gun is a pioneering late 19th-century recoil-operated, water-cooled heavy machine gun that became one of the first fully automatic weapons widely adopted by major armies around the world.
  • 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. 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.
  • E. 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.
  • 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: Hotchkiss machine gun
Triple: [Benjamin B. Hotchkiss, notableWork, Hotchkiss machine gun]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hotchkiss machine gun
Target entity description: 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.
  • A. 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.
  • B. Maxim machine gun
    The Maxim machine gun is a pioneering late 19th-century recoil-operated, water-cooled heavy machine gun that became one of the first fully automatic weapons widely adopted by major armies around the world.
  • 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. 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.
  • E. 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.
  • 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_69ca84defac48190abc1148804f184c1 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb2f19660819083e3f15780352052 completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e41725948190a40ddcf9552e9bf1 completed April 5, 2026, 4:24 a.m.
NEDg Description generation batch_69d1e4cb23a8819082c4453ae9733e8c completed April 5, 2026, 4:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1e5358b148190a6e432aac9d02544 completed April 5, 2026, 4:29 a.m.
Created at: March 30, 2026, 8:30 p.m.