Triple

T4133778
Position Surface form Disambiguated ID Type / Status
Subject Kbkg wz. 1960 E85100 entity
Predicate successorPlatform P26990 FINISHED
Object Kbs wz. 1996 Beryl
Kbs wz. 1996 Beryl is a modern Polish 5.56×45mm NATO assault rifle family developed to replace earlier Kalashnikov-based service rifles in the Polish Armed Forces.
E85100 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: Kbs wz. 1996 Beryl | Statement: [Kbkg wz. 1960, successorPlatform, Kbs wz. 1996 Beryl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kbs wz. 1996 Beryl
Context triple: [Kbkg wz. 1960, successorPlatform, Kbs wz. 1996 Beryl]
  • A. Kbkg wz. 1960
    Kbkg wz. 1960 is a Polish 7.62×39mm automatic carbine developed in the early Cold War era and later superseded by the 5.56×45mm Beryl assault rifle.
  • B. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • C. K1A carbine
    The K1A carbine is a South Korean-made, compact 5.56×45mm assault carbine widely used by the Republic of Korea’s armed forces and security units.
  • D. 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.
  • E. Sturmgewehr 90
    The Sturmgewehr 90 is a Swiss-made 5.56×45mm NATO assault rifle (SIG SG 550) that serves as the standard service rifle of Switzerland.
  • 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: Kbs wz. 1996 Beryl
Triple: [Kbkg wz. 1960, successorPlatform, Kbs wz. 1996 Beryl]
Generated description
Kbs wz. 1996 Beryl is a modern Polish 5.56×45mm NATO assault rifle family developed to replace earlier Kalashnikov-based service rifles in the Polish Armed Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kbs wz. 1996 Beryl
Target entity description: Kbs wz. 1996 Beryl is a modern Polish 5.56×45mm NATO assault rifle family developed to replace earlier Kalashnikov-based service rifles in the Polish Armed Forces.
  • A. Kbkg wz. 1960 chosen
    Kbkg wz. 1960 is a Polish 7.62×39mm automatic carbine developed in the early Cold War era and later superseded by the 5.56×45mm Beryl assault rifle.
  • B. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • C. K1A carbine
    The K1A carbine is a South Korean-made, compact 5.56×45mm assault carbine widely used by the Republic of Korea’s armed forces and security units.
  • D. 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.
  • E. Sturmgewehr 90
    The Sturmgewehr 90 is a Swiss-made 5.56×45mm NATO assault rifle (SIG SG 550) that serves as the standard service rifle of Switzerland.
  • F. None of above.

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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02306d608190bf8945d560f87c21 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c4c0888190be156d093ea11207 completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b5780ac150819085bba7d3e94d702f completed March 14, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69b578b7eb0081909f25ed15fee1cf50 completed March 14, 2026, 3:03 p.m.
Created at: March 9, 2026, 3:43 p.m.