Triple
T2497400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MG 42 |
E52182
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
MG 34 in many frontline roles
The MG 34 in many frontline roles refers to the earlier German general-purpose machine gun that was gradually superseded by the faster-firing and more economical MG 42 during World War II.
|
E271699
|
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: MG 34 in many frontline roles | Statement: [MG 42, replaced, MG 34 in many frontline roles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MG 34 in many frontline roles Context triple: [MG 42, replaced, MG 34 in many frontline roles]
-
A.
MG 42 machine gun
The MG 42 machine gun is a German World War II-era general-purpose machine gun renowned for its extremely high rate of fire, reliability, and influential design that shaped postwar machine guns worldwide.
-
B.
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.
-
C.
MG 81 machine gun
The MG 81 machine gun was a fast-firing 7.92 mm German aircraft-mounted weapon used extensively by the Luftwaffe during World War II.
-
D.
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.
-
E.
Sturmgewehr 44
The Sturmgewehr 44 was a German World War II assault rifle that pioneered the intermediate-cartridge, select-fire design that became the model for modern assault rifles.
- 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: MG 34 in many frontline roles Triple: [MG 42, replaced, MG 34 in many frontline roles]
Generated description
The MG 34 in many frontline roles refers to the earlier German general-purpose machine gun that was gradually superseded by the faster-firing and more economical MG 42 during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MG 34 in many frontline roles Target entity description: The MG 34 in many frontline roles refers to the earlier German general-purpose machine gun that was gradually superseded by the faster-firing and more economical MG 42 during World War II.
-
A.
MG 42 machine gun
The MG 42 machine gun is a German World War II-era general-purpose machine gun renowned for its extremely high rate of fire, reliability, and influential design that shaped postwar machine guns worldwide.
-
B.
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.
-
C.
MG 81 machine gun
The MG 81 machine gun was a fast-firing 7.92 mm German aircraft-mounted weapon used extensively by the Luftwaffe during World War II.
-
D.
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.
-
E.
Sturmgewehr 44
The Sturmgewehr 44 was a German World War II assault rifle that pioneered the intermediate-cartridge, select-fire design that became the model for modern assault rifles.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1ad2f8c81908853e97d75081e84 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f9be594819099a03a2784691124 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af200e2db4819085851a45213edc89 |
completed | March 9, 2026, 7:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af208dfab081909d706aad8ff5f615 |
completed | March 9, 2026, 7:33 p.m. |
Created at: March 6, 2026, 9:46 p.m.