Triple

T659567
Position Surface form Disambiguated ID Type / Status
Subject Italian Wars E11722 entity
Predicate notableCommander P1197 FINISHED
Object Charles VIII of France
Charles VIII of France was a late 15th-century French king whose ambitious invasion of Italy in 1494 helped ignite the Italian Wars and marked a turning point in European power politics.
E84868 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: Charles VIII of France | Statement: [Italian Wars, notableCommander, Charles VIII of France]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles VIII of France
Context triple: [Italian Wars, notableCommander, Charles VIII of France]
  • A. Louis XII of France
    Louis XII of France was a late 15th- and early 16th-century French king known for his Italian wars, domestic legal reforms, and efforts to strengthen royal authority.
  • B. Charles VII of France
    Charles VII of France was the 15th-century Valois king who, aided by figures like Joan of Arc, led France to decisive victories in the latter stages of the Hundred Years’ War and restored strong royal authority.
  • C. Louis XI of France
    Louis XI of France was a 15th-century king of France known for centralizing royal power, weakening the feudal nobility, and skillfully using diplomacy and intrigue to strengthen the French monarchy.
  • D. Philip II of France
    Philip II of France was the Capetian king who greatly expanded French royal power and territory in the late 12th and early 13th centuries, notably at the expense of the English crown.
  • E. Henry IV of France
    Henry IV of France was the first Bourbon king of France, known for ending the French Wars of Religion, converting to Catholicism for political unity, and issuing the Edict of Nantes to grant limited rights to Protestants.
  • 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: Charles VIII of France
Triple: [Italian Wars, notableCommander, Charles VIII of France]
Generated description
Charles VIII of France was a late 15th-century French king whose ambitious invasion of Italy in 1494 helped ignite the Italian Wars and marked a turning point in European power politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles VIII of France
Target entity description: Charles VIII of France was a late 15th-century French king whose ambitious invasion of Italy in 1494 helped ignite the Italian Wars and marked a turning point in European power politics.
  • A. Louis XII of France
    Louis XII of France was a late 15th- and early 16th-century French king known for his Italian wars, domestic legal reforms, and efforts to strengthen royal authority.
  • B. Charles VII of France
    Charles VII of France was the 15th-century Valois king who, aided by figures like Joan of Arc, led France to decisive victories in the latter stages of the Hundred Years’ War and restored strong royal authority.
  • C. Louis XI of France
    Louis XI of France was a 15th-century king of France known for centralizing royal power, weakening the feudal nobility, and skillfully using diplomacy and intrigue to strengthen the French monarchy.
  • D. Philip II of France
    Philip II of France was the Capetian king who greatly expanded French royal power and territory in the late 12th and early 13th centuries, notably at the expense of the English crown.
  • E. Henry IV of France
    Henry IV of France was the first Bourbon king of France, known for ending the French Wars of Religion, converting to Catholicism for political unity, and issuing the Edict of Nantes to grant limited rights to Protestants.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fa83c6081909fb786d1773fa88c completed March 1, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dc98e43881909fbc74750f4b6e3b completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5dd5d4760819089f8e728a69dddbf completed March 2, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_69a5fd38e17481909f1561f1ba0cda7d completed March 2, 2026, 9:12 p.m.
Created at: March 1, 2026, 7:36 p.m.