Triple
T13687929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Caterina Sforza |
E328181
|
entity |
| Predicate | notableEvent |
P259
|
FINISHED |
| Object |
siege of Forlì by Cesare Borgia
The siege of Forlì by Cesare Borgia was a 1499–1500 military campaign in which Borgia, backed by the papacy and France, besieged and captured the fortress city of Forlì from its defiant ruler Caterina Sforza.
|
E1054473
|
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: siege of Forlì by Cesare Borgia | Statement: [Caterina Sforza, notableEvent, siege of Forlì by Cesare Borgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: siege of Forlì by Cesare Borgia Context triple: [Caterina Sforza, notableEvent, siege of Forlì by Cesare Borgia]
-
A.
Siege of Casale Monferrato
The Siege of Casale Monferrato was a major late-17th-century military engagement in northern Italy, where French and allied forces contested control of the strategic fortress town of Casale during the wider European struggle of the Nine Years' War.
-
B.
Siege of Pavia
The Siege of Pavia was the decisive 8th-century military engagement in which Charlemagne’s Frankish forces captured the Lombard capital, effectively ending the Lombard Kingdom in Italy.
-
C.
Spanish conquest of Siena
The Spanish conquest of Siena was a mid-16th-century military campaign in which Spanish and Imperial forces captured the Republic of Siena, ending its independence and incorporating its territory into the Duchy of Florence.
-
D.
Siege of Florence (1529–1530)
The Siege of Florence (1529–1530) was a major conflict in which Imperial and Papal forces besieged and ultimately defeated the last Florentine republic, leading to the restoration of Medici rule over the city.
-
E.
Siege of Ravenna (1512)
The Siege of Ravenna (1512) was a military operation during the War of the League of Cambrai in which French forces besieged the strategically important Italian city of Ravenna shortly before the famous pitched battle fought nearby.
- 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: siege of Forlì by Cesare Borgia Triple: [Caterina Sforza, notableEvent, siege of Forlì by Cesare Borgia]
Generated description
The siege of Forlì by Cesare Borgia was a 1499–1500 military campaign in which Borgia, backed by the papacy and France, besieged and captured the fortress city of Forlì from its defiant ruler Caterina Sforza.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: siege of Forlì by Cesare Borgia Target entity description: The siege of Forlì by Cesare Borgia was a 1499–1500 military campaign in which Borgia, backed by the papacy and France, besieged and captured the fortress city of Forlì from its defiant ruler Caterina Sforza.
-
A.
Siege of Casale Monferrato
The Siege of Casale Monferrato was a major late-17th-century military engagement in northern Italy, where French and allied forces contested control of the strategic fortress town of Casale during the wider European struggle of the Nine Years' War.
-
B.
Siege of Pavia
The Siege of Pavia was the decisive 8th-century military engagement in which Charlemagne’s Frankish forces captured the Lombard capital, effectively ending the Lombard Kingdom in Italy.
-
C.
Spanish conquest of Siena
The Spanish conquest of Siena was a mid-16th-century military campaign in which Spanish and Imperial forces captured the Republic of Siena, ending its independence and incorporating its territory into the Duchy of Florence.
-
D.
Siege of Florence (1529–1530)
The Siege of Florence (1529–1530) was a major conflict in which Imperial and Papal forces besieged and ultimately defeated the last Florentine republic, leading to the restoration of Medici rule over the city.
-
E.
Siege of Ravenna (1512)
The Siege of Ravenna (1512) was a military operation during the War of the League of Cambrai in which French forces besieged the strategically important Italian city of Ravenna shortly before the famous pitched battle fought nearby.
- 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc670968881908e2b4fdf656c7285 |
completed | April 12, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7944981ec8190be5ff39b7c2c70ab |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f795e361c48190b37060312e7df181 |
completed | May 3, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f796e5c60c8190a19389bc4cdbd658 |
completed | May 3, 2026, 6:41 p.m. |
Created at: April 9, 2026, 9:53 p.m.