Triple
T18693401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benelli Armi |
E457054
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Beretta Holding
Beretta Holding is an Italian firearms and defense group that owns and manages several well-known gun manufacturers and related brands worldwide.
|
E102193
|
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 Holding | Statement: [Benelli Armi, partOf, Beretta Holding]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beretta Holding Context triple: [Benelli Armi, partOf, Beretta Holding]
-
A.
Beretta
Beretta is a historic Italian firearms manufacturer renowned worldwide for its pistols, shotguns, and military small arms.
-
B.
Benelli Armi
Benelli Armi is an Italian firearms manufacturer best known for its high-quality semi-automatic shotguns used in hunting, sport shooting, and law enforcement worldwide.
-
C.
Beretta family
The Beretta family is an Italian dynasty renowned for founding and continuously running the Beretta firearms manufacturing company since the 16th century.
-
D.
Maxim Gun Company
Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
-
E.
Zastava Arms
Zastava Arms is a Serbian firearms manufacturer known for producing a wide range of military and civilian weapons, including rifles, pistols, and machine guns.
- 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 Holding Triple: [Benelli Armi, partOf, Beretta Holding]
Generated description
Beretta Holding is an Italian firearms and defense group that owns and manages several well-known gun manufacturers and related brands worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beretta Holding Target entity description: Beretta Holding is an Italian firearms and defense group that owns and manages several well-known gun manufacturers and related brands worldwide.
-
A.
Beretta
chosen
Beretta is a historic Italian firearms manufacturer renowned worldwide for its pistols, shotguns, and military small arms.
-
B.
Benelli Armi
Benelli Armi is an Italian firearms manufacturer best known for its high-quality semi-automatic shotguns used in hunting, sport shooting, and law enforcement worldwide.
-
C.
Beretta family
The Beretta family is an Italian dynasty renowned for founding and continuously running the Beretta firearms manufacturing company since the 16th century.
-
D.
Maxim Gun Company
Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
-
E.
Zastava Arms
Zastava Arms is a Serbian firearms manufacturer known for producing a wide range of military and civilian weapons, including rifles, pistols, and machine guns.
- 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_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_6a053d282c28819082d95ac86ea7bdc3 |
completed | May 14, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_6a053dd2222c819095099ba116b1c0a7 |
completed | May 14, 2026, 3:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053e4b79d081908bddd0608ec1b519 |
completed | May 14, 2026, 3:15 a.m. |
Created at: April 10, 2026, 11:49 a.m.