Triple
T1677033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckler & Koch |
E36253
|
entity |
| Predicate | product |
P490
|
FINISHED |
| Object |
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.
|
E207385
|
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: HK417 battle rifle | Statement: [Heckler & Koch, product, HK417 battle rifle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HK417 battle rifle Context triple: [Heckler & Koch, product, HK417 battle rifle]
-
A.
HK416F assault rifle
The HK416F assault rifle is a modern, gas‑piston–operated 5.56×45mm NATO firearm developed by Heckler & Koch and adopted as the standard service rifle of the French armed forces.
-
B.
MP5 submachine gun
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.
-
C.
Beryl assault rifle
The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
-
D.
G3 battle rifle
The G3 battle rifle is a widely used 7.62×51mm NATO select-fire rifle developed in the 1950s and adopted by numerous armed forces around the world.
-
E.
M16 rifle
The M16 rifle is a lightweight, 5.56×45mm NATO, gas-operated assault rifle that has been a standard-issue infantry weapon for the U.S. military and many allied forces since the Vietnam War era.
- 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: HK417 battle rifle Triple: [Heckler & Koch, product, HK417 battle rifle]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HK417 battle rifle Target entity description: 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.
-
A.
HK416F assault rifle
The HK416F assault rifle is a modern, gas‑piston–operated 5.56×45mm NATO firearm developed by Heckler & Koch and adopted as the standard service rifle of the French armed forces.
-
B.
MP5 submachine gun
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.
-
C.
Beryl assault rifle
The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
-
D.
G3 battle rifle
The G3 battle rifle is a widely used 7.62×51mm NATO select-fire rifle developed in the 1950s and adopted by numerous armed forces around the world.
-
E.
M16 rifle
The M16 rifle is a lightweight, 5.56×45mm NATO, gas-operated assault rifle that has been a standard-issue infantry weapon for the U.S. military and many allied forces since the Vietnam War era.
- 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_69a886139ed081909af0940aa9313512 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa625e4cd0819083825b41196f902d |
completed | March 6, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1afd1ac8190862ca355eec09e4a |
completed | March 8, 2026, 7:44 p.m. |
| NEDg | Description generation | batch_69add25c9c208190a576cf1123c0a2e6 |
completed | March 8, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add32803a48190b8ff08c605790f22 |
completed | March 8, 2026, 7:51 p.m. |
Created at: March 4, 2026, 7:29 p.m.