Triple

T8599726
Position Surface form Disambiguated ID Type / Status
Subject Italian War of 1521–1526 E203643 entity
Predicate hasPart P35 FINISHED
Object Siege of Milan (1521–1522)
The Siege of Milan (1521–1522) was a key early engagement in the Italian Wars in which Imperial and Spanish forces wrested control of Milan from French rule, reshaping the balance of power in northern Italy.
E746609 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 Milan (1521–1522) | Statement: [Italian War of 1521–1526, hasPart, Siege of Milan (1521–1522)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Siege of Milan (1521–1522)
Context triple: [Italian War of 1521–1526, hasPart, Siege of Milan (1521–1522)]
  • A. Siege of Parma (1521)
    The Siege of Parma (1521) was a key early engagement in the Italian War of 1521–1526, in which French and Papal-Imperial forces contested control of the strategically important city of Parma in northern Italy.
  • B. 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.
  • C. 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.
  • D. Siege of Turin (1640)
    The Siege of Turin (1640) was a major engagement in the Franco-Spanish War and the wider Thirty Years' War, in which French and allied forces sought to wrest control of the strategically vital city of Turin from Spanish influence in northern Italy.
  • E. Italian War of 1521–1526
    The Italian War of 1521–1526 was a major phase of the Italian Wars in which France and its allies fought the Habsburg Empire and its supporters for dominance in northern Italy, culminating in the decisive French defeat at the Battle of Pavia.
  • 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 Milan (1521–1522)
Triple: [Italian War of 1521–1526, hasPart, Siege of Milan (1521–1522)]
Generated description
The Siege of Milan (1521–1522) was a key early engagement in the Italian Wars in which Imperial and Spanish forces wrested control of Milan from French rule, reshaping the balance of power in northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Siege of Milan (1521–1522)
Target entity description: The Siege of Milan (1521–1522) was a key early engagement in the Italian Wars in which Imperial and Spanish forces wrested control of Milan from French rule, reshaping the balance of power in northern Italy.
  • A. Siege of Parma (1521)
    The Siege of Parma (1521) was a key early engagement in the Italian War of 1521–1526, in which French and Papal-Imperial forces contested control of the strategically important city of Parma in northern Italy.
  • B. 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.
  • C. 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.
  • D. Siege of Turin (1640)
    The Siege of Turin (1640) was a major engagement in the Franco-Spanish War and the wider Thirty Years' War, in which French and allied forces sought to wrest control of the strategically vital city of Turin from Spanish influence in northern Italy.
  • E. Italian War of 1521–1526
    The Italian War of 1521–1526 was a major phase of the Italian Wars in which France and its allies fought the Habsburg Empire and its supporters for dominance in northern Italy, culminating in the decisive French defeat at the Battle of Pavia.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46d7c184819083236c75f9ccc9cf completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbb11140819081bde8a1565aad4a completed April 2, 2026, 6:55 p.m.
NEDg Description generation batch_69cebda8e7f4819083b6885f874554f1 completed April 2, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cebe5df4888190bf741e332af3e21e completed April 2, 2026, 7:07 p.m.
Created at: March 30, 2026, 6:24 p.m.