Triple

T7320603
Position Surface form Disambiguated ID Type / Status
Subject Charles, Duke of Berry E168532 entity
Predicate spouse P13 FINISHED
Object Marie Louise Élisabeth of Orléans, Duchess of Berry
Marie Louise Élisabeth of Orléans, Duchess of Berry, was an early 18th-century French princess of the blood and granddaughter of King Louis XIV, known for her influential yet scandal-ridden role at the court of the Regency.
E690465 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: Marie Louise Élisabeth of Orléans, Duchess of Berry | Statement: [Charles, Duke of Berry, spouse, Marie Louise Élisabeth of Orléans, Duchess of Berry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie Louise Élisabeth of Orléans, Duchess of Berry
Context triple: [Charles, Duke of Berry, spouse, Marie Louise Élisabeth of Orléans, Duchess of Berry]
  • A. Marie Louise d’Orléans
    Marie Louise d’Orléans was a French princess of the House of Orléans who became Queen of Spain in the late 17th century and was known for her unhappy, childless marriage and early death.
  • B. Marie Louise, Duchess of Parma
    Marie Louise, Duchess of Parma, was an Austrian archduchess and the second wife of Napoleon Bonaparte who later ruled Parma, Piacenza, and Guastalla in her own right.
  • C. Marie Jeanne Baptiste of Savoy-Nemours
    Marie Jeanne Baptiste of Savoy-Nemours was a 17th-century French-Italian noblewoman who served as Duchess of Savoy and played a significant political role as regent for her son, Victor Amadeus II.
  • D. Marie Joséphine of Savoy
    Marie Joséphine of Savoy was an Italian-born princess of the House of Savoy who became Queen consort of France as the wife of King Louis XVIII.
  • E. Marie Louise Élisabeth, Duchess of Parma
    Marie Louise Élisabeth, Duchess of Parma was a French princess, daughter of King Louis XV, who became Duchess of Parma through marriage and played a notable role in 18th-century European dynastic politics.
  • 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: Marie Louise Élisabeth of Orléans, Duchess of Berry
Triple: [Charles, Duke of Berry, spouse, Marie Louise Élisabeth of Orléans, Duchess of Berry]
Generated description
Marie Louise Élisabeth of Orléans, Duchess of Berry, was an early 18th-century French princess of the blood and granddaughter of King Louis XIV, known for her influential yet scandal-ridden role at the court of the Regency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie Louise Élisabeth of Orléans, Duchess of Berry
Target entity description: Marie Louise Élisabeth of Orléans, Duchess of Berry, was an early 18th-century French princess of the blood and granddaughter of King Louis XIV, known for her influential yet scandal-ridden role at the court of the Regency.
  • A. Marie Louise d’Orléans
    Marie Louise d’Orléans was a French princess of the House of Orléans who became Queen of Spain in the late 17th century and was known for her unhappy, childless marriage and early death.
  • B. Marie Louise, Duchess of Parma
    Marie Louise, Duchess of Parma, was an Austrian archduchess and the second wife of Napoleon Bonaparte who later ruled Parma, Piacenza, and Guastalla in her own right.
  • C. Marie Jeanne Baptiste of Savoy-Nemours
    Marie Jeanne Baptiste of Savoy-Nemours was a 17th-century French-Italian noblewoman who served as Duchess of Savoy and played a significant political role as regent for her son, Victor Amadeus II.
  • D. Marie Joséphine of Savoy
    Marie Joséphine of Savoy was an Italian-born princess of the House of Savoy who became Queen consort of France as the wife of King Louis XVIII.
  • E. Marie Louise Élisabeth, Duchess of Parma
    Marie Louise Élisabeth, Duchess of Parma was a French princess, daughter of King Louis XV, who became Duchess of Parma through marriage and played a notable role in 18th-century European dynastic politics.
  • 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_69c68a5251508190ad68df4151cfeb04 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6ef1ba58481909cfb5030b85f385a completed March 27, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c937a70a94819090ff91dfa463682b completed March 29, 2026, 2:31 p.m.
NEDg Description generation batch_69c938769538819091952ba78b7ce0b6 completed March 29, 2026, 2:34 p.m.
NED2 Entity disambiguation (via description) batch_69c93955ead08190acc9cd5fd09449ae completed March 29, 2026, 2:38 p.m.
Created at: March 27, 2026, 3:02 p.m.