Triple

T8599725

Position	Surface form	Disambiguated ID	Type / Status
Subject	Italian War of 1521–1526	`E203643`	entity
Predicate	hasPart	`P35`	FINISHED
Object	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.	`E745864`	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 Parma (1521) | Statement: [Italian War of 1521–1526, hasPart, Siege of Parma (1521)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Siege of Parma (1521)
Context triple: [Italian War of 1521–1526, hasPart, Siege of Parma (1521)]

A. Siege of Naples (1528)
The Siege of Naples (1528) was a major military operation during the Italian Wars in which French and allied forces unsuccessfully attempted to wrest control of Naples from the Habsburg Empire.
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. Battle of Pavia (1525)
The Battle of Pavia (1525) was a decisive clash in which the forces of Emperor Charles V crushed the French army and captured King Francis I, marking a turning point in the struggle for dominance in Renaissance Italy.
D. defence of Padua (1509)
The defence of Padua (1509) was a notable military action during the War of the League of Cambrai in which French knight Pierre Terrail, seigneur de Bayard, distinguished himself by his valor in resisting Imperial forces.
E. Siege of Peschiera del Garda
The Siege of Peschiera del Garda was a key 1848 engagement in which Piedmontese and allied Italian forces captured the Austrian-held fortress of Peschiera during the First Italian War of Independence.
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 Parma (1521)
Triple: [Italian War of 1521–1526, hasPart, Siege of Parma (1521)]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Siege of Parma (1521)
Target entity description: 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.

A. Siege of Naples (1528)
The Siege of Naples (1528) was a major military operation during the Italian Wars in which French and allied forces unsuccessfully attempted to wrest control of Naples from the Habsburg Empire.
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. Battle of Pavia (1525)
The Battle of Pavia (1525) was a decisive clash in which the forces of Emperor Charles V crushed the French army and captured King Francis I, marking a turning point in the struggle for dominance in Renaissance Italy.
D. defence of Padua (1509)
The defence of Padua (1509) was a notable military action during the War of the League of Cambrai in which French knight Pierre Terrail, seigneur de Bayard, distinguished himself by his valor in resisting Imperial forces.
E. Siege of Peschiera del Garda
The Siege of Peschiera del Garda was a key 1848 engagement in which Piedmontese and allied Italian forces captured the Austrian-held fortress of Peschiera during the First Italian War of Independence.
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_69cea8e903d0819095bfa87b83c3599f`	completed	April 2, 2026, 5:35 p.m.
NEDg	Description generation	`batch_69ceab40e6a88190bed8afb2262d72d8`	completed	April 2, 2026, 5:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69ceabaa18188190b8a6e3b1704e5c12`	completed	April 2, 2026, 5:47 p.m.

Created at: March 30, 2026, 6:24 p.m.