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.