Triple
T8532783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G3 battle rifle |
E201995
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object | Heckler & Koch rifles |
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 rifles | Statement: [G3 battle rifle, category, Heckler & Koch rifles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heckler & Koch rifles Context triple: [G3 battle rifle, category, Heckler & Koch rifles]
-
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.
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.
-
C.
Heckler & Koch MG5
The Heckler & Koch MG5 is a modern German 7.62×51mm NATO general-purpose machine gun designed for the Bundeswehr as a successor to older MG3 systems, offering improved ergonomics, modularity, and reliability.
-
D.
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.
-
E.
Mauser
Mauser is a historic German arms manufacturer renowned for its influential bolt-action rifles and other military firearms.
- 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe678fe448190a50c6b0d149b081f |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf280edb288190a7db5486cc426253 |
completed | April 3, 2026, 2:38 a.m. |
Created at: March 30, 2026, 6:17 p.m.