Triple
T8131519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HK MP5 series |
E189861
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Heckler & Koch UMP |
E204775
|
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 UMP | Statement: [HK MP5 series, influenced, Heckler & Koch UMP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heckler & Koch UMP Context triple: [HK MP5 series, influenced, Heckler & Koch UMP]
-
A.
MP5 submachine gun
chosen
The MP5 submachine gun is a widely used 9×19mm firearm renowned for its reliability, accuracy, and extensive adoption by military and law enforcement units worldwide.
-
B.
G36 assault rifle
The G36 assault rifle is a modern 5.56×45mm NATO modular infantry weapon developed by the German manufacturer Heckler & Koch and widely used by military forces around the world.
-
C.
HK417 battle rifle
The HK417 battle rifle is a German-designed, gas-operated, selective-fire rifle chambered in 7.62×51mm NATO, known for its reliability, accuracy, and use by military and special forces units worldwide.
-
D.
HK433 assault rifle
The HK433 assault rifle is a modern modular German 5.56×45mm NATO firearm designed by Heckler & Koch to combine features of the G36 and HK416 for military and law enforcement use.
-
E.
AK5 assault rifle
The AK5 assault rifle is a Swedish-made, 5.56×45mm NATO service rifle that serves as the standard infantry weapon of the Swedish Armed Forces.
- 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_69cced20909481909e44182f1a8fb2a1 |
completed | April 1, 2026, 10:02 a.m. |
Created at: March 30, 2026, 5:34 p.m.