Triple

T4323011
Position Surface form Disambiguated ID Type / Status
Subject .50 caliber M2 Browning machine gun E96562 entity
Predicate notableVariant P4680 FINISHED
Object M3 aircraft machine gun
The M3 aircraft machine gun is a high-rate-of-fire, aircraft-optimized .50 caliber machine gun developed from the M2 Browning for use on fighter planes and other military aircraft.
E432317 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: M3 aircraft machine gun | Statement: [.50 caliber M2 Browning machine gun, notableVariant, M3 aircraft machine gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M3 aircraft machine gun
Context triple: [.50 caliber M2 Browning machine gun, notableVariant, M3 aircraft machine gun]
  • A. 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.
  • 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. .30 cal Browning M1919A4 machine guns
    The .30 cal Browning M1919A4 is a belt-fed, air-cooled medium machine gun widely used by U.S. forces in World War II and the Korean War in both infantry and vehicle-mounted roles.
  • D. .50 caliber M2 Browning machine guns
    The .50 caliber M2 Browning machine gun is a heavy, belt-fed automatic weapon widely used by U.S. forces in World War II and beyond for aircraft, vehicle, and infantry armament due to its power, reliability, and long effective range.
  • 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: M3 aircraft machine gun
Triple: [.50 caliber M2 Browning machine gun, notableVariant, M3 aircraft machine gun]
Generated description
The M3 aircraft machine gun is a high-rate-of-fire, aircraft-optimized .50 caliber machine gun developed from the M2 Browning for use on fighter planes and other military aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M3 aircraft machine gun
Target entity description: The M3 aircraft machine gun is a high-rate-of-fire, aircraft-optimized .50 caliber machine gun developed from the M2 Browning for use on fighter planes and other military aircraft.
  • A. 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.
  • 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. .30 cal Browning M1919A4 machine guns
    The .30 cal Browning M1919A4 is a belt-fed, air-cooled medium machine gun widely used by U.S. forces in World War II and the Korean War in both infantry and vehicle-mounted roles.
  • D. .50 caliber M2 Browning machine guns
    The .50 caliber M2 Browning machine gun is a heavy, belt-fed automatic weapon widely used by U.S. forces in World War II and beyond for aircraft, vehicle, and infantry armament due to its power, reliability, and long effective range.
  • 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_69b345422aac81909ddbadae437d122e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351177eb88190b89fa49a88add5e8 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09165a8819089fbb9b9ed4c82ff completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d4607a688190a3a7352579ea5ee7 completed March 14, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5d51068dc819099ac28361188dcc4 completed March 14, 2026, 9:37 p.m.
Created at: March 12, 2026, 11:12 p.m.