Triple
T6944730
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bianca Maria Sforza |
E160766
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Sforza
Sforza is the name of a powerful Italian Renaissance noble family that ruled Milan and produced influential political and military leaders.
|
E631644
|
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: Sforza | Statement: [Bianca Maria Sforza, familyName, Sforza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sforza Context triple: [Bianca Maria Sforza, familyName, Sforza]
-
A.
Francesco Sforza
Francesco Sforza was a 15th-century Italian condottiero who became Duke of Milan and founded the Sforza dynasty, playing a key role in the politics of Renaissance Italy.
-
B.
Giovanni Sforza
Giovanni Sforza was an Italian nobleman and lord of Pesaro, best known as the first husband of Lucrezia Borgia and for his politically charged annulled marriage to her.
-
C.
Ludovico Sforza
Ludovico Sforza was a Renaissance-era Duke of Milan best known as a powerful patron of the arts, particularly of Leonardo da Vinci.
-
D.
Duke Galeazzo Maria Sforza
Duke Galeazzo Maria Sforza was a 15th-century Duke of Milan from the powerful Sforza dynasty, known for his lavish court, political intrigue, and eventual assassination.
-
E.
Ludovico Visconti
Ludovico Visconti was an Italian architect active in France, known for his influential 19th-century designs and contributions to Parisian museum architecture.
- 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: Sforza Triple: [Bianca Maria Sforza, familyName, Sforza]
Generated description
Sforza is the name of a powerful Italian Renaissance noble family that ruled Milan and produced influential political and military leaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sforza Target entity description: Sforza is the name of a powerful Italian Renaissance noble family that ruled Milan and produced influential political and military leaders.
-
A.
Francesco Sforza
Francesco Sforza was a 15th-century Italian condottiero who became Duke of Milan and founded the Sforza dynasty, playing a key role in the politics of Renaissance Italy.
-
B.
Giovanni Sforza
Giovanni Sforza was an Italian nobleman and lord of Pesaro, best known as the first husband of Lucrezia Borgia and for his politically charged annulled marriage to her.
-
C.
Ludovico Sforza
Ludovico Sforza was a Renaissance-era Duke of Milan best known as a powerful patron of the arts, particularly of Leonardo da Vinci.
-
D.
Duke Galeazzo Maria Sforza
Duke Galeazzo Maria Sforza was a 15th-century Duke of Milan from the powerful Sforza dynasty, known for his lavish court, political intrigue, and eventual assassination.
-
E.
Ludovico Visconti
Ludovico Visconti was an Italian architect active in France, known for his influential 19th-century designs and contributions to Parisian museum architecture.
- 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_69c6884f3db4819080ad65da69386206 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6da88b79c8190a8f297dfc4972979 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75866a2408190b472fdad73a8799b |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c75a9485508190b65bb9447b0e3f69 |
completed | March 28, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75b0ec4088190a492faea485dd7d1 |
completed | March 28, 2026, 4:37 a.m. |
Created at: March 27, 2026, 2:28 p.m.