Triple
T15001689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Long Range Desert Group |
E374105
|
entity |
| Predicate | equipment |
P2728
|
FINISHED |
| Object |
Vickers K machine guns
Vickers K machine guns were fast-firing British aircraft-derived machine guns widely used in World War II for flexible, high-rate-of-fire roles, including by special forces and reconnaissance units.
|
E1132117
|
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: Vickers K machine guns | Statement: [Long Range Desert Group, equipment, Vickers K machine guns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vickers K machine guns Context triple: [Long Range Desert Group, equipment, Vickers K machine guns]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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: Vickers K machine guns Triple: [Long Range Desert Group, equipment, Vickers K machine guns]
Generated description
Vickers K machine guns were fast-firing British aircraft-derived machine guns widely used in World War II for flexible, high-rate-of-fire roles, including by special forces and reconnaissance units.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vickers K machine guns Target entity description: Vickers K machine guns were fast-firing British aircraft-derived machine guns widely used in World War II for flexible, high-rate-of-fire roles, including by special forces and reconnaissance units.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69d85ccc84388190aa151e5173370c8d |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded72fec948190b1c9705538c57976 |
completed | April 15, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe969e2d888190afbb9c8fd8a707c8 |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe98bf505c819089740180a763db34 |
completed | May 9, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9aab47888190812ff9732380e124 |
completed | May 9, 2026, 2:23 a.m. |
Created at: April 10, 2026, 2:54 a.m.