Triple

T16267136
Position Surface form Disambiguated ID Type / Status
Subject Italian War of 1536–1538 E394903 entity
Predicate significantEvent P259 FINISHED
Object French invasion of Savoy in 1536
The French invasion of Savoy in 1536 was a key campaign in which Francis I’s forces occupied the Duchy of Savoy, helping to ignite and shape the course of the Italian War of 1536–1538.
E394903 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: French invasion of Savoy in 1536 | Statement: [Italian War of 1536–1538, significantEvent, French invasion of Savoy in 1536]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French invasion of Savoy in 1536
Context triple: [Italian War of 1536–1538, significantEvent, French invasion of Savoy in 1536]
  • A. French invasion of Piedmont in 1690
    The French invasion of Piedmont in 1690 was a campaign during the Nine Years' War in which Louis XIV’s forces advanced into the Duchy of Savoy, setting the stage for major battles in northern Italy.
  • B. French invasion of Franche-Comté (1668)
    The French invasion of Franche-Comté in 1668 was a swift campaign by Louis XIV’s forces that temporarily brought the Spanish-controlled region under French rule during the War of Devolution.
  • C. Swabian War
    The Swabian War was a 1499 conflict between the Old Swiss Confederacy and the Swabian League of the Holy Roman Empire that effectively secured Swiss de facto independence from imperial authority.
  • D. Italian War of 1536–1538
    The Italian War of 1536–1538 was a conflict in the series of Italian Wars, primarily pitting Francis I of France against Emperor Charles V over dominance in northern Italy and broader European hegemony.
  • E. Siege of Dijon (1595)
    The Siege of Dijon (1595) was a French Wars of Religion engagement in which royal forces defended the Burgundian capital against Spanish-backed Catholic League troops shortly before the decisive Battle of Fontaine-Française.
  • 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: French invasion of Savoy in 1536
Triple: [Italian War of 1536–1538, significantEvent, French invasion of Savoy in 1536]
Generated description
The French invasion of Savoy in 1536 was a key campaign in which Francis I’s forces occupied the Duchy of Savoy, helping to ignite and shape the course of the Italian War of 1536–1538.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French invasion of Savoy in 1536
Target entity description: The French invasion of Savoy in 1536 was a key campaign in which Francis I’s forces occupied the Duchy of Savoy, helping to ignite and shape the course of the Italian War of 1536–1538.
  • A. French invasion of Piedmont in 1690
    The French invasion of Piedmont in 1690 was a campaign during the Nine Years' War in which Louis XIV’s forces advanced into the Duchy of Savoy, setting the stage for major battles in northern Italy.
  • B. French invasion of Franche-Comté (1668)
    The French invasion of Franche-Comté in 1668 was a swift campaign by Louis XIV’s forces that temporarily brought the Spanish-controlled region under French rule during the War of Devolution.
  • C. Swabian War
    The Swabian War was a 1499 conflict between the Old Swiss Confederacy and the Swabian League of the Holy Roman Empire that effectively secured Swiss de facto independence from imperial authority.
  • D. Italian War of 1536–1538 chosen
    The Italian War of 1536–1538 was a conflict in the series of Italian Wars, primarily pitting Francis I of France against Emperor Charles V over dominance in northern Italy and broader European hegemony.
  • E. Siege of Dijon (1595)
    The Siege of Dijon (1595) was a French Wars of Religion engagement in which royal forces defended the Burgundian capital against Spanish-backed Catholic League troops shortly before the decisive Battle of Fontaine-Française.
  • F. None of above.

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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c963ec8190b059fecac6248cd9 completed April 17, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017bb1d64819080f007656307f58b completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001876efb081909c0940ebcf265f15 completed May 10, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0018f6de84819087b8e97b0400c77d completed May 10, 2026, 5:34 a.m.
Created at: April 10, 2026, 5:05 a.m.