Triple

T3706516
Position Surface form Disambiguated ID Type / Status
Subject Holy League against France E80905 entity
Predicate conflict P12 FINISHED
Object War of the League of Cambrai
The War of the League of Cambrai was an early 16th-century Italian War in which shifting alliances of major European powers fought over control and influence in northern Italy, particularly at the expense of the Republic of Venice and later France.
E81147 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: War of the League of Cambrai | Statement: [Holy League against France, conflict, War of the League of Cambrai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: War of the League of Cambrai
Context triple: [Holy League against France, conflict, War of the League of Cambrai]
  • A. 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.
  • B. 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.
  • C. War of the League of Cognac
    The War of the League of Cognac was a major early 16th-century conflict in which France, several Italian states, and the Papacy allied to resist the expansion of Habsburg (Spanish and Holy Roman Empire) power in Italy.
  • D. 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.
  • E. 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.
  • 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: War of the League of Cambrai
Triple: [Holy League against France, conflict, War of the League of Cambrai]
Generated description
The War of the League of Cambrai was an early 16th-century Italian War in which shifting alliances of major European powers fought over control and influence in northern Italy, particularly at the expense of the Republic of Venice and later France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: War of the League of Cambrai
Target entity description: The War of the League of Cambrai was an early 16th-century Italian War in which shifting alliances of major European powers fought over control and influence in northern Italy, particularly at the expense of the Republic of Venice and later France.
  • A. League of Cambrai chosen
    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.
  • B. 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.
  • C. War of the League of Cognac
    The War of the League of Cognac was a major early 16th-century conflict in which France, several Italian states, and the Papacy allied to resist the expansion of Habsburg (Spanish and Holy Roman Empire) power in Italy.
  • D. 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.
  • E. 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.
  • 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_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_69b4cdfe77a481908880d0a4a5946656 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cfcf3bd08190a372be19017adcd0 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d0bb861c8190a8540198a47c13c1 completed March 14, 2026, 3:06 a.m.
Created at: March 8, 2026, 3:33 p.m.