Triple
T4646933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beretta |
E102193
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Bartolomeo Beretta
Bartolomeo Beretta was a 16th-century Italian gunsmith credited as the founder of the Beretta firearms manufacturing dynasty, one of the oldest industrial enterprises in the world.
|
E457053
|
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: Bartolomeo Beretta | Statement: [Beretta, foundedBy, Bartolomeo Beretta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bartolomeo Beretta Context triple: [Beretta, foundedBy, Bartolomeo Beretta]
-
A.
Salvatore Carcano
Salvatore Carcano was an Italian firearms designer best known for creating the bolt-action military rifle that became standard issue for the Italian Army in the late 19th and early 20th centuries.
-
B.
Giovanni Fontana
Giovanni Fontana was a late 16th- to early 17th-century Italian engineer and architect known for his work on hydraulic projects and for continuing the architectural legacy associated with his family.
-
C.
Giovanni Battista Meneghini
Giovanni Battista Meneghini was an Italian industrialist best known as the first husband and early career supporter of opera soprano Maria Callas.
-
D.
Bartolomeo d'Alviano
Bartolomeo d'Alviano was an Italian Renaissance condottiero and general renowned for his bold leadership in major battles of the Italian Wars, particularly in the service of Venice.
-
E.
Giovanni Giuseppe Bressani
Giovanni Giuseppe Bressani was a 17th-century Italian Jesuit missionary known for his work among Indigenous peoples in New France (Canada) and for documenting his experiences in influential letters and reports.
- 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: Bartolomeo Beretta Triple: [Beretta, foundedBy, Bartolomeo Beretta]
Generated description
Bartolomeo Beretta was a 16th-century Italian gunsmith credited as the founder of the Beretta firearms manufacturing dynasty, one of the oldest industrial enterprises in the world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bartolomeo Beretta Target entity description: Bartolomeo Beretta was a 16th-century Italian gunsmith credited as the founder of the Beretta firearms manufacturing dynasty, one of the oldest industrial enterprises in the world.
-
A.
Salvatore Carcano
Salvatore Carcano was an Italian firearms designer best known for creating the bolt-action military rifle that became standard issue for the Italian Army in the late 19th and early 20th centuries.
-
B.
Giovanni Fontana
Giovanni Fontana was a late 16th- to early 17th-century Italian engineer and architect known for his work on hydraulic projects and for continuing the architectural legacy associated with his family.
-
C.
Giovanni Battista Meneghini
Giovanni Battista Meneghini was an Italian industrialist best known as the first husband and early career supporter of opera soprano Maria Callas.
-
D.
Bartolomeo d'Alviano
Bartolomeo d'Alviano was an Italian Renaissance condottiero and general renowned for his bold leadership in major battles of the Italian Wars, particularly in the service of Venice.
-
E.
Giovanni Giuseppe Bressani
Giovanni Giuseppe Bressani was a 17th-century Italian Jesuit missionary known for his work among Indigenous peoples in New France (Canada) and for documenting his experiences in influential letters and reports.
- 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_69bdfadfe8b4819088a5fb1565bbe94a |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfb9422e48190819d5d99e72e8854 |
completed | March 21, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc6ac91c819090776365d3dc05d4 |
completed | March 21, 2026, 2:03 a.m. |
Created at: March 20, 2026, 1:14 p.m.