Triple

T8532780
Position Surface form Disambiguated ID Type / Status
Subject G3 battle rifle E201995 entity
Predicate hasVariant P455 FINISHED
Object HK11
The HK11 is a German light machine gun variant of the Heckler & Koch G3 rifle, designed for sustained automatic fire with belt- or magazine-fed ammunition.
 E740240 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: HK11 | Statement: [G3 battle rifle, hasVariant, HK11]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HK11
Context triple: [G3 battle rifle, hasVariant, HK11]
  • A. HK91
    The HK91 is a semi-automatic civilian rifle developed by Heckler & Koch, derived from the German G3 battle rifle and chambered in 7.62×51mm NATO.
  • B. HK21
    The HK21 is a German belt-fed general-purpose machine gun developed by Heckler & Koch, known for its modular design and use of the roller-delayed blowback system.
  • C. HK33 assault rifle
    The HK33 assault rifle is a German-designed 5.56×45mm NATO selective-fire rifle developed by Heckler & Koch as a smaller-caliber counterpart to the G3.
  • D. Rel-11
    Rel-11 is the 3GPP Release 11 standard, which introduced advanced LTE and LTE-Advanced enhancements to improve mobile broadband performance and network efficiency.
  • E. HK53
    The HK53 is a compact 5.56×45mm NATO assault rifle developed by Heckler & Koch that combines the roller-delayed blowback system of the G3 family with the size and handling of a submachine gun.
  • 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: HK11
Triple: [G3 battle rifle, hasVariant, HK11]
Generated description
The HK11 is a German light machine gun variant of the Heckler & Koch G3 rifle, designed for sustained automatic fire with belt- or magazine-fed ammunition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HK11
Target entity description: The HK11 is a German light machine gun variant of the Heckler & Koch G3 rifle, designed for sustained automatic fire with belt- or magazine-fed ammunition.
  • A. HK91
    The HK91 is a semi-automatic civilian rifle developed by Heckler & Koch, derived from the German G3 battle rifle and chambered in 7.62×51mm NATO.
  • B. HK21
    The HK21 is a German belt-fed general-purpose machine gun developed by Heckler & Koch, known for its modular design and use of the roller-delayed blowback system.
  • C. HK33 assault rifle
    The HK33 assault rifle is a German-designed 5.56×45mm NATO selective-fire rifle developed by Heckler & Koch as a smaller-caliber counterpart to the G3.
  • D. Rel-11
    Rel-11 is the 3GPP Release 11 standard, which introduced advanced LTE and LTE-Advanced enhancements to improve mobile broadband performance and network efficiency.
  • E. HK53
    The HK53 is a compact 5.56×45mm NATO assault rifle developed by Heckler & Koch that combines the roller-delayed blowback system of the G3 family with the size and handling of a submachine gun.
  • 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_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_69ce6d70f81881908ac784608ad7a2aa completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:17 p.m.