Triple
T8375816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HK21 |
E197571
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Heckler & Koch 20-series machine guns |
E197571
|
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 20-series machine guns | Statement: [HK21, isPartOf, Heckler & Koch 20-series machine guns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heckler & Koch 20-series machine guns Context triple: [HK21, isPartOf, Heckler & Koch 20-series machine guns]
-
A.
HK21 machine gun
chosen
The HK21 machine gun is a German-designed, belt-fed general-purpose machine gun developed by Heckler & Koch and based on the G3 rifle’s roller-delayed blowback system.
-
B.
MG 08 machine gun
The MG 08 machine gun was the German Army’s standard heavy machine gun in World War I, a water-cooled, belt-fed weapon derived from Hiram Maxim’s design and known for its reliability and sustained firepower.
-
C.
Heckler & Koch G3 rifle
The Heckler & Koch G3 rifle is a German 7.62×51mm NATO battle rifle renowned for its roller-delayed blowback action, widespread military adoption during the Cold War, and extensive influence on later HK small arms designs.
-
D.
RPK light machine gun
The RPK light machine gun is a Soviet-designed, Kalashnikov-pattern squad automatic weapon developed as a durable, magazine-fed support firearm for infantry units.
-
E.
K3 light machine gun
The K3 light machine gun is a South Korean 5.56×45mm NATO squad automatic weapon, similar in role to the FN Minimi, used as a standard support weapon by the Republic of Korea Army and other 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80bf6b8081909b98762b1f900bef |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce02b4d840819090a0eaadaff9c9f9 |
completed | April 2, 2026, 5:46 a.m. |
Created at: March 30, 2026, 6:01 p.m.