Triple

T2999340
Position Surface form Disambiguated ID Type / Status
Subject League of Cambrai E81147 entity
Predicate startOfConflict P22233 FINISHED
Object War of the League of Cambrai
The War of the League of Cambrai was an early 16th-century conflict in which a coalition of major European powers, including France, the Papal States, and the Holy Roman Empire, fought primarily against the Republic of Venice over territorial control in northern Italy.
E81147 NE FINISHED

How this triple was built (5 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: [League of Cambrai, startOfConflict, 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: [League of Cambrai, startOfConflict, 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 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.
  • E. War of the League of Augsburg
    The War of the League of Augsburg was a major late 17th-century conflict in which a European coalition fought to check the expansionist ambitions of Louis XIV’s France.
  • 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: [League of Cambrai, startOfConflict, War of the League of Cambrai]
Generated description
The War of the League of Cambrai was an early 16th-century conflict in which a coalition of major European powers, including France, the Papal States, and the Holy Roman Empire, fought primarily against the Republic of Venice over territorial control in northern Italy.
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 conflict in which a coalition of major European powers, including France, the Papal States, and the Holy Roman Empire, fought primarily against the Republic of Venice over territorial control in northern Italy.
  • 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 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.
  • E. War of the League of Augsburg
    The War of the League of Augsburg was a major late 17th-century conflict in which a European coalition fought to check the expansionist ambitions of Louis XIV’s France.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: startOfConflict
Context triple: [League of Cambrai, startOfConflict, War of the League of Cambrai]
  • A. conflictStartTime chosen
    Indicates the specific point in time at which a conflict between entities begins.
  • B. beganDuringConflict
    Indicates that the action or relationship started while a specified conflict was ongoing.
  • C. conflictPeriod
    Indicates the time span during which a particular conflict or dispute is occurring or in effect between the related entities.
  • D. conflictEra
    Indicates that two entities are associated with the same historical period or era of conflict.
  • E. lastWarStart
    Indicates the point in time when the most recent war involving the given entity or entities began.
  • F. None of above.

Provenance (6 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f8eb248190b50fd539a06a5a62 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1dea057a48190a7911d8d6046dd3d completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1e6b8848481908871662d94f866c1 completed March 11, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69b1e6fee8148190b9f241aa52198432 completed March 11, 2026, 10:04 p.m.
PD Predicate disambiguation batch_69ad9615fefc8190ad96da92519cb7a3 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:59 p.m.