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.