Triple

T18693414
Position Surface form Disambiguated ID Type / Status
Subject Benelli Armi E457054 entity
Predicate notableProduct P1448 FINISHED
Object Benelli M4
The Benelli M4 is a semi-automatic 12-gauge combat shotgun widely used by military and law enforcement for its reliability and rugged gas-operated design.
E1342284 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: Benelli M4 | Statement: [Benelli Armi, notableProduct, Benelli M4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benelli M4
Context triple: [Benelli Armi, notableProduct, Benelli M4]
  • 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 686
    The Beretta 686 is a popular Italian over-under double-barreled shotgun widely used for hunting and sport shooting.
  • C. Beretta M12
    The Beretta M12 is a compact 9×19mm submachine gun developed in Italy in the 1950s, widely used by military and police forces around the world.
  • 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 PX4 Storm
    The Beretta PX4 Storm is a modern semi-automatic pistol known for its rotating-barrel locking system, modular design, and widespread use in law enforcement and personal defense.
  • 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: Benelli M4
Triple: [Benelli Armi, notableProduct, Benelli M4]
Generated description
The Benelli M4 is a semi-automatic 12-gauge combat shotgun widely used by military and law enforcement for its reliability and rugged gas-operated design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benelli M4
Target entity description: The Benelli M4 is a semi-automatic 12-gauge combat shotgun widely used by military and law enforcement for its reliability and rugged gas-operated design.
  • 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 686
    The Beretta 686 is a popular Italian over-under double-barreled shotgun widely used for hunting and sport shooting.
  • C. Beretta M12
    The Beretta M12 is a compact 9×19mm submachine gun developed in Italy in the 1950s, widely used by military and police forces around the world.
  • 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 PX4 Storm
    The Beretta PX4 Storm is a modern semi-automatic pistol known for its rotating-barrel locking system, modular design, and widespread use in law enforcement and personal defense.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e562e581f48190997d279296a31e7f completed April 19, 2026, 11:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a054706d9a081909e40d1fa35549ead completed May 14, 2026, 3:52 a.m.
NEDg Description generation batch_6a0547f9e1f08190b799cc931edf08d5 completed May 14, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0548ae7fec8190a8b7196ca4d537c3 completed May 14, 2026, 3:59 a.m.
Created at: April 10, 2026, 11:49 a.m.