Triple

T8345135
Position Surface form Disambiguated ID Type / Status
Subject Theodore I Palaiologos E196015 entity
Predicate spouse P13 FINISHED
Object Cleope Malatesta
Cleope Malatesta was an Italian noblewoman of the Malatesta family who became Despotess of the Morea through her marriage to Byzantine prince Theodore I Palaiologos.
E730338 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: Cleope Malatesta | Statement: [Theodore I Palaiologos, spouse, Cleope Malatesta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cleope Malatesta
Context triple: [Theodore I Palaiologos, spouse, Cleope Malatesta]
  • A. Caterina Sforza
    Caterina Sforza was a powerful Italian noblewoman and military leader of the late 15th century, renowned for her fierce defense of her territories and her role in Renaissance politics.
  • B. Maddalena Orsini
    Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
  • C. Gerolama Orsini
    Gerolama Orsini was a 16th-century Italian noblewoman of the powerful Orsini family and the wife of Pier Luigi Farnese, making her a prominent figure in the Farnese ducal dynasty.
  • D. Helena del Bosco
    Helena del Bosco was a noblewoman of medieval Italy known primarily as the wife of Boniface I, Marquis of Montferrat and leader of the Fourth Crusade.
  • E. Violante Visconti
    Violante Visconti was a 14th-century Italian noblewoman from the powerful Visconti family of Milan, noted for her politically significant marriages into European royal houses.
  • 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: Cleope Malatesta
Triple: [Theodore I Palaiologos, spouse, Cleope Malatesta]
Generated description
Cleope Malatesta was an Italian noblewoman of the Malatesta family who became Despotess of the Morea through her marriage to Byzantine prince Theodore I Palaiologos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cleope Malatesta
Target entity description: Cleope Malatesta was an Italian noblewoman of the Malatesta family who became Despotess of the Morea through her marriage to Byzantine prince Theodore I Palaiologos.
  • A. Caterina Sforza
    Caterina Sforza was a powerful Italian noblewoman and military leader of the late 15th century, renowned for her fierce defense of her territories and her role in Renaissance politics.
  • B. Maddalena Orsini
    Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
  • C. Gerolama Orsini
    Gerolama Orsini was a 16th-century Italian noblewoman of the powerful Orsini family and the wife of Pier Luigi Farnese, making her a prominent figure in the Farnese ducal dynasty.
  • D. Helena del Bosco
    Helena del Bosco was a noblewoman of medieval Italy known primarily as the wife of Boniface I, Marquis of Montferrat and leader of the Fourth Crusade.
  • E. Violante Visconti
    Violante Visconti was a 14th-century Italian noblewoman from the powerful Visconti family of Milan, noted for her politically significant marriages into European royal houses.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7feef7e8819084ca0441d146bac7 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde7a8595c81909f24a4b7af37f9f2 completed April 2, 2026, 3:51 a.m.
NEDg Description generation batch_69cdebf81adc81908feb7b19b5b151c3 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cdecc83e408190b9ba1dc8acf5081b completed April 2, 2026, 4:12 a.m.
Created at: March 30, 2026, 5:58 p.m.