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.