Triple
T21744630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bianchi |
E536753
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Marco Bianchi
Marco Bianchi is a common Italian personal name shared by several notable individuals across fields such as sports, academia, and the arts.
|
E1500087
|
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: Marco Bianchi | Statement: [Bianchi, hasNotableBearer, Marco Bianchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marco Bianchi Context triple: [Bianchi, hasNotableBearer, Marco Bianchi]
-
A.
Maurizio Bianchi
Maurizio Bianchi is an Italian pioneer of industrial and noise music, known for his early 1980s experimental electronic recordings and influential work in the underground cassette culture.
-
B.
Bruno Bianchi
Bruno Bianchi was a French animator, director, and producer best known for co-creating the iconic animated television series Inspector Gadget.
-
C.
Bastiano Mainardi
Bastiano Mainardi was an Italian Renaissance painter associated with the Florentine school, known for his religious frescoes and close collaboration with his teacher and brother-in-law Domenico Ghirlandaio.
-
D.
Gabriel Ferrari
Gabriel Ferrari is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
-
E.
Furio Colombo
Furio Colombo is an Italian journalist, writer, and politician best known for his influential role in national media and public discourse.
- 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: Marco Bianchi Triple: [Bianchi, hasNotableBearer, Marco Bianchi]
Generated description
Marco Bianchi is a common Italian personal name shared by several notable individuals across fields such as sports, academia, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marco Bianchi Target entity description: Marco Bianchi is a common Italian personal name shared by several notable individuals across fields such as sports, academia, and the arts.
-
A.
Maurizio Bianchi
Maurizio Bianchi is an Italian pioneer of industrial and noise music, known for his early 1980s experimental electronic recordings and influential work in the underground cassette culture.
-
B.
Bruno Bianchi
Bruno Bianchi was a French animator, director, and producer best known for co-creating the iconic animated television series Inspector Gadget.
-
C.
Bastiano Mainardi
Bastiano Mainardi was an Italian Renaissance painter associated with the Florentine school, known for his religious frescoes and close collaboration with his teacher and brother-in-law Domenico Ghirlandaio.
-
D.
Gabriel Ferrari
Gabriel Ferrari is a screenwriter best known for co-writing the Marvel superhero film "Ant-Man and the Wasp."
-
E.
Furio Colombo
Furio Colombo is an Italian journalist, writer, and politician best known for his influential role in national media and public discourse.
- 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_6a0a2edbd12c819088648167a19aa806 |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a3069272c8190a6c90ca0c8b777d5 |
completed | May 17, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a3114ce6c8190aeb972462837bb25 |
completed | May 17, 2026, 9:20 p.m. |
Created at: April 16, 2026, 6:49 p.m.