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.