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.