Triple
T10163680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tocco family |
E233952
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Maddalena Tocco
Maddalena Tocco was a 15th-century noblewoman of the influential Tocco family who became Empress consort of the Byzantine Empire through her marriage to Constantine XI Palaiologos.
|
E37092
|
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: Maddalena Tocco | Statement: [Tocco family, member, Maddalena Tocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maddalena Tocco Context triple: [Tocco family, member, Maddalena Tocco]
-
A.
Maddalena Orsini
Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
-
B.
Caterina Gattilusio
Caterina Gattilusio was a Genoese noblewoman from the influential Gattilusio family who became Empress consort of the Byzantine Empire through her marriage to Constantine XI Palaiologos.
-
C.
Beatrice d’Este
Beatrice d’Este was a Renaissance Italian noblewoman and duchess of Milan, renowned for her patronage of the arts and her influential role in the cultural life of the Sforza court.
-
D.
Theodora Tocco
Theodora Tocco was a 15th-century noblewoman from the influential Tocco family who became the first wife of Constantine XI Palaiologos, the last Byzantine emperor.
-
E.
Valentina Visconti
Valentina Visconti was a late 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Orléans through her marriage to Louis I, Duke of Orléans, and played a notable role in Franco-Italian 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: Maddalena Tocco Triple: [Tocco family, member, Maddalena Tocco]
Generated description
Maddalena Tocco was a 15th-century noblewoman of the influential Tocco family who became Empress consort of the Byzantine Empire through her marriage to Constantine XI Palaiologos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maddalena Tocco Target entity description: Maddalena Tocco was a 15th-century noblewoman of the influential Tocco family who became Empress consort of the Byzantine Empire through her marriage to Constantine XI Palaiologos.
-
A.
Maddalena Orsini
Maddalena Orsini was a member of the influential Orsini noble family of Renaissance Italy and the daughter of Clarice Orsini.
-
B.
Caterina Gattilusio
Caterina Gattilusio was a Genoese noblewoman from the influential Gattilusio family who became Empress consort of the Byzantine Empire through her marriage to Constantine XI Palaiologos.
-
C.
Beatrice d’Este
Beatrice d’Este was a Renaissance Italian noblewoman and duchess of Milan, renowned for her patronage of the arts and her influential role in the cultural life of the Sforza court.
-
D.
Theodora Tocco
chosen
Theodora Tocco was a 15th-century noblewoman from the influential Tocco family who became the first wife of Constantine XI Palaiologos, the last Byzantine emperor.
-
E.
Valentina Visconti
Valentina Visconti was a late 14th-century Italian noblewoman of the powerful Visconti family who became Duchess of Orléans through her marriage to Louis I, Duke of Orléans, and played a notable role in Franco-Italian dynastic politics.
- F. None of above.
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_69ca848e80748190b91d1e04d35512c7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec6a7bb48190952f4318af9cc32b |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300cc37dc8190b331c8d205f40284 |
completed | April 6, 2026, 12:39 a.m. |
| NEDg | Description generation | batch_69d30254aabc8190966a4398c59a851e |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d30305924c8190998cbefa372dca9a |
completed | April 6, 2026, 12:49 a.m. |
Created at: March 30, 2026, 9:09 p.m.