Triple

T3706579
Position Surface form Disambiguated ID Type / Status
Subject Louis XII of France E80906 entity
Predicate involvedIn P149 FINISHED
Object Italian War of 1499–1504
The Italian War of 1499–1504 was a major phase of the Italian Wars in which France and Spain fought for control of the Kingdom of Naples and other Italian territories, reshaping the political balance of the peninsula.
E384251 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: Italian War of 1499–1504 | Statement: [Louis XII of France, involvedIn, Italian War of 1499–1504]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian War of 1499–1504
Context triple: [Louis XII of France, involvedIn, Italian War of 1499–1504]
  • A. Italian War of 1542–1546
    The Italian War of 1542–1546 was a major phase of the long-running struggle between Francis I of France and Emperor Charles V for dominance in Italy and Western Europe, marked by campaigns in northern Italy and along the French–Imperial frontier.
  • B. Italian War of 1551–1559
    The Italian War of 1551–1559 was a major phase of the Italian Wars in which France and the Habsburgs, led by Spain and the Holy Roman Empire, fought for dominance in Italy and Western Europe, culminating in the Peace of Cateau-Cambrésis.
  • C. 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.
  • D. League of Cambrai
    The League of Cambrai was an early 16th-century anti-Venetian alliance of major European powers, including France, the Papal States, and the Holy Roman Empire, formed to curb the territorial expansion of the Republic of Venice.
  • E. War of Chioggia
    The War of Chioggia was a late 14th-century conflict between Venice and Genoa that marked the climax of their long maritime rivalry in the Mediterranean.
  • 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: Italian War of 1499–1504
Triple: [Louis XII of France, involvedIn, Italian War of 1499–1504]
Generated description
The Italian War of 1499–1504 was a major phase of the Italian Wars in which France and Spain fought for control of the Kingdom of Naples and other Italian territories, reshaping the political balance of the peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian War of 1499–1504
Target entity description: The Italian War of 1499–1504 was a major phase of the Italian Wars in which France and Spain fought for control of the Kingdom of Naples and other Italian territories, reshaping the political balance of the peninsula.
  • A. Italian War of 1542–1546
    The Italian War of 1542–1546 was a major phase of the long-running struggle between Francis I of France and Emperor Charles V for dominance in Italy and Western Europe, marked by campaigns in northern Italy and along the French–Imperial frontier.
  • B. Italian War of 1551–1559
    The Italian War of 1551–1559 was a major phase of the Italian Wars in which France and the Habsburgs, led by Spain and the Holy Roman Empire, fought for dominance in Italy and Western Europe, culminating in the Peace of Cateau-Cambrésis.
  • C. 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.
  • D. League of Cambrai
    The League of Cambrai was an early 16th-century anti-Venetian alliance of major European powers, including France, the Papal States, and the Holy Roman Empire, formed to curb the territorial expansion of the Republic of Venice.
  • E. War of Chioggia
    The War of Chioggia was a late 14th-century conflict between Venice and Genoa that marked the climax of their long maritime rivalry in the Mediterranean.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54ce1788190ac000793cbdaba48 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db06e8e481908d1f026ce647a6a5 completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dbd0b6e88190a857afe3c1041788 completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc5114ec8190aee92e21a48ae268 completed March 14, 2026, 3:56 a.m.
Created at: March 8, 2026, 3:33 p.m.