Triple
T22008908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Army on the Western Front |
E543522
|
entity |
| Predicate | usedWeapon |
P706
|
FINISHED |
| Object | Hotchkiss machine gun |
—
|
NE NERFINISHED |
How this triple was built (2 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: Hotchkiss machine gun | Statement: [French Army on the Western Front, usedWeapon, Hotchkiss machine gun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hotchkiss machine gun Context triple: [French Army on the Western Front, usedWeapon, Hotchkiss machine gun]
-
A.
Hotchkiss machine gun
chosen
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.
-
B.
M2 Browning machine gun
The M2 Browning machine gun is a heavy .50 caliber, belt-fed, recoil-operated weapon widely used by U.S. and allied forces since World War II for anti-personnel, anti-aircraft, and anti-materiel roles.
-
C.
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.
-
D.
Maxim machine gun
The Maxim machine gun is a pioneering late 19th-century recoil-operated, water-cooled heavy machine gun that became one of the first fully automatic weapons widely adopted by major armies around the world.
-
E.
M1917 Browning machine gun
The M1917 Browning machine gun is a heavy, water-cooled, belt-fed machine gun developed by John Browning and widely used by U.S. forces during World War I, World War II, and beyond.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e2db934819095556760c7d85e4d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127a376048190a78ba7efd303b58a |
completed | April 28, 2026, 9:33 p.m. |
Created at: April 16, 2026, 8:21 p.m.