Triple
T4312430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borghese |
E94104
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Livio Borghese (1874–1939)
Livio Borghese (1874–1939) was an Italian nobleman and member of the prominent Borghese family active in the late 19th and early 20th centuries.
|
E434076
|
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: Livio Borghese (1874–1939) | Statement: [Borghese, hasNotableMember, Livio Borghese (1874–1939)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livio Borghese (1874–1939) Context triple: [Borghese, hasNotableMember, Livio Borghese (1874–1939)]
-
A.
Giuseppe Antonio Borgese
Giuseppe Antonio Borgese was an Italian literary critic, novelist, and essayist known for his influential work in early 20th-century European literature and political thought.
-
B.
Giuseppe Boffa
Giuseppe Boffa was an Italian communist politician, journalist, and historian known for his influential writings on Soviet and Italian political history.
-
C.
Francesco Saverio Borrelli
Francesco Saverio Borrelli was an Italian magistrate best known for leading the Milan prosecutors’ office during the landmark Mani Pulite (“Clean Hands”) anti-corruption investigations of the early 1990s.
-
D.
Francesco Giorgi
Francesco Giorgi was a 16th-century Venetian Franciscan friar, philosopher, and mystic known for integrating Christian theology with Kabbalistic and Neoplatonic thought in his influential work "De harmonia mundi."
-
E.
Marcantonio IV Borghese
Marcantonio IV Borghese was an 18th-century Italian nobleman and prominent member of the influential Borghese family, known for his role as Prince of Sulmona and for expanding the family’s art collections and estates.
- 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: Livio Borghese (1874–1939) Triple: [Borghese, hasNotableMember, Livio Borghese (1874–1939)]
Generated description
Livio Borghese (1874–1939) was an Italian nobleman and member of the prominent Borghese family active in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livio Borghese (1874–1939) Target entity description: Livio Borghese (1874–1939) was an Italian nobleman and member of the prominent Borghese family active in the late 19th and early 20th centuries.
-
A.
Giuseppe Antonio Borgese
Giuseppe Antonio Borgese was an Italian literary critic, novelist, and essayist known for his influential work in early 20th-century European literature and political thought.
-
B.
Giuseppe Boffa
Giuseppe Boffa was an Italian communist politician, journalist, and historian known for his influential writings on Soviet and Italian political history.
-
C.
Francesco Saverio Borrelli
Francesco Saverio Borrelli was an Italian magistrate best known for leading the Milan prosecutors’ office during the landmark Mani Pulite (“Clean Hands”) anti-corruption investigations of the early 1990s.
-
D.
Francesco Giorgi
Francesco Giorgi was a 16th-century Venetian Franciscan friar, philosopher, and mystic known for integrating Christian theology with Kabbalistic and Neoplatonic thought in his influential work "De harmonia mundi."
-
E.
Marcantonio IV Borghese
Marcantonio IV Borghese was an 18th-century Italian nobleman and prominent member of the influential Borghese family, known for his role as Prince of Sulmona and for expanding the family’s art collections and estates.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d8bff88190bcf7dd419d5f4312 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db8e40f0819082a15006a1578405 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc3d81a08190b29b633009fab4ff |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e04f356c81909e3f6f2c865e0f99 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:11 p.m.