Triple

T8961238
Position Surface form Disambiguated ID Type / Status
Subject Maximilian Sforza E214008 entity
Predicate deposedBy P3537 FINISHED
Object French forces
French forces were the military units of the Kingdom of France that played a major role in European conflicts, including the Italian Wars in which they overthrew rulers such as Maximilian Sforza.
E769061 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: French forces | Statement: [Maximilian Sforza, deposedBy, French forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French forces
Context triple: [Maximilian Sforza, deposedBy, French forces]
  • A. French Army
    The French Army is the land-based military force of France, historically notable for its decisive support to the American Continental Army during the Revolutionary War and its major role in European and global conflicts.
  • B. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • C. French royal forces
    The French royal forces were the military troops loyal to the French crown, deployed to enforce royal authority and suppress opposition such as the Huguenot stronghold at La Rochelle during the French Wars of Religion.
  • D. French and allied army
    The French and allied army was a coalition force of French troops and their European partners that fought against Habsburg and Bavarian forces during the later stages of the Thirty Years' War.
  • E. Vichy French forces
    Vichy French forces were the military units loyal to the collaborationist Vichy regime in France during World War II, which fought against Allied and Free French forces in several theaters, including the Middle East and North Africa.
  • 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: French forces
Triple: [Maximilian Sforza, deposedBy, French forces]
Generated description
French forces were the military units of the Kingdom of France that played a major role in European conflicts, including the Italian Wars in which they overthrew rulers such as Maximilian Sforza.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French forces
Target entity description: French forces were the military units of the Kingdom of France that played a major role in European conflicts, including the Italian Wars in which they overthrew rulers such as Maximilian Sforza.
  • A. French Army
    The French Army is the land-based military force of France, historically notable for its decisive support to the American Continental Army during the Revolutionary War and its major role in European and global conflicts.
  • B. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • C. French royal forces
    The French royal forces were the military troops loyal to the French crown, deployed to enforce royal authority and suppress opposition such as the Huguenot stronghold at La Rochelle during the French Wars of Religion.
  • D. French and allied army
    The French and allied army was a coalition force of French troops and their European partners that fought against Habsburg and Bavarian forces during the later stages of the Thirty Years' War.
  • E. Vichy French forces
    Vichy French forces were the military units loyal to the collaborationist Vichy regime in France during World War II, which fought against Allied and Free French forces in several theaters, including the Middle East and North Africa.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6748baa88190ac54e701dc4d6212 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc94e088881909506b229d1fff44a completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfc9ef5e548190a134c2bf0aa380b5 completed April 3, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69cfca735c50819088c2805c62d96d62 completed April 3, 2026, 2:10 p.m.
Created at: March 30, 2026, 7 p.m.