Triple
T8721741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MAS Saint-Étienne |
E207026
|
entity |
| Predicate | developed |
P73
|
FINISHED |
| Object |
MAS-38 submachine gun
The MAS-38 submachine gun is a French World War II–era 7.65mm firearm known for its compact design, low recoil, and use by French military and police forces.
|
E763963
|
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: MAS-38 submachine gun | Statement: [MAS Saint-Étienne, developed, MAS-38 submachine gun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MAS-38 submachine gun Context triple: [MAS Saint-Étienne, developed, MAS-38 submachine gun]
-
A.
MAS-49 rifle
The MAS-49 rifle is a French semi-automatic military rifle, chambered in 7.5×54mm, that served as the standard service rifle of the French armed forces in the post–World War II era.
-
B.
MAS-36 rifle
The MAS-36 rifle is a French bolt-action military service rifle introduced in the late 1930s and widely used by French forces during and after World War II.
-
C.
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.
-
D.
Sten submachine gun
The Sten submachine gun was a simple, inexpensive British 9mm World War II firearm widely used by Allied forces and resistance fighters for its ease of manufacture and concealment.
-
E.
MG4 light machine gun
The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
- 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: MAS-38 submachine gun Triple: [MAS Saint-Étienne, developed, MAS-38 submachine gun]
Generated description
The MAS-38 submachine gun is a French World War II–era 7.65mm firearm known for its compact design, low recoil, and use by French military and police forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MAS-38 submachine gun Target entity description: The MAS-38 submachine gun is a French World War II–era 7.65mm firearm known for its compact design, low recoil, and use by French military and police forces.
-
A.
MAS-49 rifle
The MAS-49 rifle is a French semi-automatic military rifle, chambered in 7.5×54mm, that served as the standard service rifle of the French armed forces in the post–World War II era.
-
B.
MAS-36 rifle
The MAS-36 rifle is a French bolt-action military service rifle introduced in the late 1930s and widely used by French forces during and after World War II.
-
C.
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.
-
D.
Sten submachine gun
The Sten submachine gun was a simple, inexpensive British 9mm World War II firearm widely used by Allied forces and resistance fighters for its ease of manufacture and concealment.
-
E.
MG4 light machine gun
The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
- 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_69ca835811d8819081ea00fd2a2c9a1c |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d03f0848190a50c77e5cd028ee7 |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfab417d4481908cc6305ec2752078 |
completed | April 3, 2026, 11:57 a.m. |
| NEDg | Description generation | batch_69cfac76d0f8819090c2bff520db52f4 |
completed | April 3, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfad04e514819084bf30b8f026c031 |
completed | April 3, 2026, 12:05 p.m. |
Created at: March 30, 2026, 6:36 p.m.