Triple
T21744622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bianchi |
E536753
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Andrea Bianchi
Andrea Bianchi is a name shared by several notable individuals, including Italian film directors, athletes, and academics.
|
E1503587
|
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: Andrea Bianchi | Statement: [Bianchi, hasNotableBearer, Andrea Bianchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrea Bianchi Context triple: [Bianchi, hasNotableBearer, Andrea Bianchi]
-
A.
Nicola Bianchi
Nicola Bianchi is an individual notable for bearing the Italian surname Bianchi, though specific widely recognized achievements or roles under this name are not clearly established.
-
B.
Andrea Checchi
Andrea Checchi was an Italian film actor known for his prolific career in mid-20th-century Italian cinema, often appearing in neorealist and dramatic roles.
-
C.
Andrea Schiavelli
Andrea Schiavelli is known as the child of the late American character actor Vincent Schiavelli.
-
D.
Francesca Gregorini
Francesca Gregorini is an Italian-American film director and screenwriter known for her work on independent, character-driven dramas such as "Tanner Hall" and "The Truth About Emanuel."
-
E.
Andrea Occhipinti
Andrea Occhipinti is an Italian actor and film producer known for his roles in European cinema and for founding the influential distribution company Lucky Red.
- 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: Andrea Bianchi Triple: [Bianchi, hasNotableBearer, Andrea Bianchi]
Generated description
Andrea Bianchi is a name shared by several notable individuals, including Italian film directors, athletes, and academics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrea Bianchi Target entity description: Andrea Bianchi is a name shared by several notable individuals, including Italian film directors, athletes, and academics.
-
A.
Nicola Bianchi
Nicola Bianchi is an individual notable for bearing the Italian surname Bianchi, though specific widely recognized achievements or roles under this name are not clearly established.
-
B.
Andrea Checchi
Andrea Checchi was an Italian film actor known for his prolific career in mid-20th-century Italian cinema, often appearing in neorealist and dramatic roles.
-
C.
Andrea Schiavelli
Andrea Schiavelli is known as the child of the late American character actor Vincent Schiavelli.
-
D.
Francesca Gregorini
Francesca Gregorini is an Italian-American film director and screenwriter known for her work on independent, character-driven dramas such as "Tanner Hall" and "The Truth About Emanuel."
-
E.
Andrea Occhipinti
Andrea Occhipinti is an Italian actor and film producer known for his roles in European cinema and for founding the influential distribution company Lucky Red.
- 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_69e0c46df5448190b4322127ffc4c690 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01a75352c8190bcd46759562ee251 |
completed | April 28, 2026, 2:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a45d113f48190b5505087e3ba5360 |
completed | May 17, 2026, 10:48 p.m. |
| NEDg | Description generation | batch_6a0a46918cf481909febedccbe14658c |
completed | May 17, 2026, 10:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a472d34d08190a25ba431e24e8316 |
completed | May 17, 2026, 10:54 p.m. |
Created at: April 16, 2026, 6:49 p.m.