Triple

T12385184
Position Surface form Disambiguated ID Type / Status
Subject Duchess of Guise E295844 entity
Predicate heldBy P8 FINISHED
Object Isabelle d’Orléans, Duchess of Guise
Isabelle d’Orléans, Duchess of Guise, was a French princess of the House of Orléans who became the consort of the Orléanist pretender to the French throne, Jean d’Orléans, Duke of Guise.
E1073578 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: Isabelle d’Orléans, Duchess of Guise | Statement: [Duchess of Guise, heldBy, Isabelle d’Orléans, Duchess of Guise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isabelle d’Orléans, Duchess of Guise
Context triple: [Duchess of Guise, heldBy, Isabelle d’Orléans, Duchess of Guise]
  • A. Charlotte de Lorraine, Duchess of Guise
    Charlotte de Lorraine, Duchess of Guise, was a French noblewoman of the powerful House of Guise who held one of the highest-ranking ducal titles at the court of France in the late 17th century.
  • B. Isabella of Valois, Duchess of Orléans
    Isabella of Valois, Duchess of Orléans, was a French princess of the Valois dynasty who became Duchess of Orléans through marriage and was connected by blood and alliance to several major European ruling houses.
  • C. Isabella of Valois, Duchess of Bourbon
    Isabella of Valois, Duchess of Bourbon, was a 14th-century French princess of the Valois dynasty who became Duchess of Bourbon through marriage into the Bourbon noble house.
  • D. Anne de Montafié, Duchess of Guise
    Anne de Montafié, Duchess of Guise, was a French noblewoman of the late 16th and early 17th centuries who, through her marriage into the House of Guise, became a prominent figure in the high aristocracy of France.
  • E. Louise Adélaïde de Bourbon, Duchess of Guise
    Louise Adélaïde de Bourbon, Duchess of Guise, was an 18th-century French princess of the blood from the House of Bourbon who held the ducal title of Guise and moved in the highest circles of the Ancien Régime aristocracy.
  • 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: Isabelle d’Orléans, Duchess of Guise
Triple: [Duchess of Guise, heldBy, Isabelle d’Orléans, Duchess of Guise]
Generated description
Isabelle d’Orléans, Duchess of Guise, was a French princess of the House of Orléans who became the consort of the Orléanist pretender to the French throne, Jean d’Orléans, Duke of Guise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isabelle d’Orléans, Duchess of Guise
Target entity description: Isabelle d’Orléans, Duchess of Guise, was a French princess of the House of Orléans who became the consort of the Orléanist pretender to the French throne, Jean d’Orléans, Duke of Guise.
  • A. Charlotte de Lorraine, Duchess of Guise
    Charlotte de Lorraine, Duchess of Guise, was a French noblewoman of the powerful House of Guise who held one of the highest-ranking ducal titles at the court of France in the late 17th century.
  • B. Isabella of Valois, Duchess of Orléans
    Isabella of Valois, Duchess of Orléans, was a French princess of the Valois dynasty who became Duchess of Orléans through marriage and was connected by blood and alliance to several major European ruling houses.
  • C. Isabella of Valois, Duchess of Bourbon
    Isabella of Valois, Duchess of Bourbon, was a 14th-century French princess of the Valois dynasty who became Duchess of Bourbon through marriage into the Bourbon noble house.
  • D. Anne de Montafié, Duchess of Guise
    Anne de Montafié, Duchess of Guise, was a French noblewoman of the late 16th and early 17th centuries who, through her marriage into the House of Guise, became a prominent figure in the high aristocracy of France.
  • E. Louise Adélaïde de Bourbon, Duchess of Guise
    Louise Adélaïde de Bourbon, Duchess of Guise, was an 18th-century French princess of the blood from the House of Bourbon who held the ducal title of Guise and moved in the highest circles of the Ancien Régime aristocracy.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbc3f608190b0ee3c4f304a94db completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac73848481909303e833041ebc90 completed May 6, 2026, 9:02 p.m.
NEDg Description generation batch_69fbae8f83f481909ac16d4bb66ea79d completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 8, 2026, 9:54 p.m.