Triple

T3660333
Position Surface form Disambiguated ID Type / Status
Subject Grand Duchess of Tuscany E77631 entity
Predicate titleHolder P1911 FINISHED
Object Marguerite Louise d’Orléans
Marguerite Louise d’Orléans was a 17th-century French princess of the blood who became Grand Duchess of Tuscany through her turbulent marriage to Cosimo III de’ Medici.
E445632 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: Marguerite Louise d’Orléans | Statement: [Grand Duchess of Tuscany, titleHolder, Marguerite Louise d’Orléans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marguerite Louise d’Orléans
Context triple: [Grand Duchess of Tuscany, titleHolder, Marguerite Louise d’Orléans]
  • 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. Louise Adélaïde d'Orléans
    Louise Adélaïde d'Orléans was a French princess of the House of Orléans who became a prominent abbess and religious figure in early 18th-century France.
  • C. Louise Diane d'Orléans
    Louise Diane d'Orléans was a French princess of the House of Orléans in the early 18th century who became Princess of Conti through marriage.
  • D. Louise Élisabeth d’Orléans
    Louise Élisabeth d’Orléans was a French princess of the House of Orléans who briefly became Queen consort of Spain through her marriage to King Louis I.
  • E. Louise Marie Anne de Bourbon
    Louise Marie Anne de Bourbon was a French princess of the late 17th century, an illegitimate but later legitimized daughter of King Louis XIV and his mistress Madame de Montespan.
  • 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: Marguerite Louise d’Orléans
Triple: [Grand Duchess of Tuscany, titleHolder, Marguerite Louise d’Orléans]
Generated description
Marguerite Louise d’Orléans was a 17th-century French princess of the blood who became Grand Duchess of Tuscany through her turbulent marriage to Cosimo III de’ Medici.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marguerite Louise d’Orléans
Target entity description: Marguerite Louise d’Orléans was a 17th-century French princess of the blood who became Grand Duchess of Tuscany through her turbulent marriage to Cosimo III de’ Medici.
  • 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. Louise Adélaïde d'Orléans
    Louise Adélaïde d'Orléans was a French princess of the House of Orléans who became a prominent abbess and religious figure in early 18th-century France.
  • C. Louise Diane d'Orléans
    Louise Diane d'Orléans was a French princess of the House of Orléans in the early 18th century who became Princess of Conti through marriage.
  • D. Louise Élisabeth d’Orléans
    Louise Élisabeth d’Orléans was a French princess of the House of Orléans who briefly became Queen consort of Spain through her marriage to King Louis I.
  • E. Louise Marie Anne de Bourbon
    Louise Marie Anne de Bourbon was a French princess of the late 17th century, an illegitimate but later legitimized daughter of King Louis XIV and his mistress Madame de Montespan.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d6fa188190a6db5bdae7083573 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bb60d49ba08190b954fedd4c7bef5f completed March 19, 2026, 2:35 a.m.
NEDg Description generation batch_69bb692905fc8190903230399f7a9aa2 completed March 19, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69bb6997ba6081908901a4f36e7edf25 completed March 19, 2026, 3:12 a.m.
Created at: March 8, 2026, 3:25 p.m.