Triple
T8131326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | P30 pistol |
E189857
|
entity |
| Predicate | designer |
P184
|
FINISHED |
| Object | Heckler & Koch engineers |
E36253
|
NE FINISHED |
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: Heckler & Koch engineers | Statement: [P30 pistol, designer, Heckler & Koch engineers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heckler & Koch engineers Context triple: [P30 pistol, designer, Heckler & Koch engineers]
-
A.
Heckler & Koch
chosen
Heckler & Koch is a German defense manufacturer renowned for producing small arms such as the G3, MP5, and HK416 rifles used by military and law enforcement worldwide.
-
B.
Paul Mauser
Paul Mauser was a German weapons designer and industrialist best known for co-founding the Mauser company and developing influential bolt-action rifles used worldwide.
-
C.
Eugene Stoner
Eugene Stoner was an American firearms designer best known as the principal creator of the AR-15 platform that led to the widely used M16 rifle.
-
D.
Leopold Sauer
Leopold Sauer is a person notable enough to be recognized as a significant bearer of the surname Sauer.
-
E.
John Browning
John Browning was a pioneering American firearms designer whose innovations, including several iconic pistols, rifles, and machine guns, profoundly shaped modern small arms.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82bcb4848190a9a9d036ad768642 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43b96cd481908c0679050c35d83f |
completed | March 31, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc9482113881909439c9e43fbc933f |
completed | April 1, 2026, 3:44 a.m. |
Created at: March 30, 2026, 5:34 p.m.