Triple

T4646945
Position Surface form Disambiguated ID Type / Status
Subject Beretta E102193 entity
Predicate notableProduct P1448 FINISHED
Object Beretta AR70/90
The Beretta AR70/90 is an Italian 5.56×45mm NATO assault rifle family adopted by the Italian Armed Forces as a standard service rifle in the late 20th century.
 E482835 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: Beretta AR70/90 | Statement: [Beretta, notableProduct, Beretta AR70/90]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beretta AR70/90
Context triple: [Beretta, notableProduct, Beretta AR70/90]
  • A. Beretta 687
    The Beretta 687 is a high-quality Italian over-under shotgun renowned for its reliability, craftsmanship, and popularity among sport shooters and hunters.
  • B. Beretta 9
    Beretta 9 is a musical artist known for contributing to the track "Digital Bullet."
  • C. Beretta 686
    The Beretta 686 is a popular Italian over-under double-barreled shotgun widely used for hunting and sport shooting.
  • D. Beretta APX
    The Beretta APX is a modern, striker-fired, polymer-framed semi-automatic pistol designed for military, law enforcement, and civilian use.
  • E. Beretta 1301
    The Beretta 1301 is a modern semi-automatic shotgun popular for tactical, law enforcement, and competitive shooting due to its reliability, fast cycling, and lightweight design.
  • 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: Beretta AR70/90
Triple: [Beretta, notableProduct, Beretta AR70/90]
Generated description
The Beretta AR70/90 is an Italian 5.56×45mm NATO assault rifle family adopted by the Italian Armed Forces as a standard service rifle in the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beretta AR70/90
Target entity description: The Beretta AR70/90 is an Italian 5.56×45mm NATO assault rifle family adopted by the Italian Armed Forces as a standard service rifle in the late 20th century.
  • A. Beretta 687
    The Beretta 687 is a high-quality Italian over-under shotgun renowned for its reliability, craftsmanship, and popularity among sport shooters and hunters.
  • B. Beretta 9
    Beretta 9 is a musical artist known for contributing to the track "Digital Bullet."
  • C. Beretta 686
    The Beretta 686 is a popular Italian over-under double-barreled shotgun widely used for hunting and sport shooting.
  • D. Beretta APX
    The Beretta APX is a modern, striker-fired, polymer-framed semi-automatic pistol designed for military, law enforcement, and civilian use.
  • E. Beretta 1301
    The Beretta 1301 is a modern semi-automatic shotgun popular for tactical, law enforcement, and competitive shooting due to its reliability, fast cycling, and lightweight design.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd62fcb8508190a17c4437b3d226b2 completed March 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69be819fa79481908b35c424bff0c939 completed March 21, 2026, 11:31 a.m.
NEDg Description generation batch_69be82c740988190b1fc8af6bafba375 completed March 21, 2026, 11:36 a.m.
NED2 Entity disambiguation (via description) batch_69be83cb23488190af7098f9d7af167f completed March 21, 2026, 11:40 a.m.
Created at: March 20, 2026, 1:14 p.m.