Triple
T7041345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferraro |
E163518
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Bruno Ferraro
Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
|
E819148
|
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: Bruno Ferraro | Statement: [Ferraro, hasNotableBearer, Bruno Ferraro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruno Ferraro Context triple: [Ferraro, hasNotableBearer, Bruno Ferraro]
-
A.
Franco Antonicelli
Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
-
B.
Antonio Frova
Antonio Frova was an Italian archaeologist best known for unearthing the Pilate Stone, a key inscription confirming the historical existence of Pontius Pilate.
-
C.
Federico Bruni
Federico Bruni, better known as Fyodor Bruni, was a 19th-century Italian-Russian painter renowned for his large-scale historical and religious works in the academic style.
-
D.
Carlo Rainaldi
Carlo Rainaldi was a prominent 17th-century Italian Baroque architect known for designing several major churches and urban monuments in Rome.
-
E.
Roberto Ciurleo
Roberto Ciurleo is a French music and media producer best known for his work on major musical projects and radio programming.
- 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: Bruno Ferraro Triple: [Ferraro, hasNotableBearer, Bruno Ferraro]
Generated description
Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruno Ferraro Target entity description: Bruno Ferraro is an individual notable enough to be recognized as a prominent bearer of the surname Ferraro.
-
A.
Franco Antonicelli
Franco Antonicelli was an Italian intellectual, publisher, and anti-fascist activist known for promoting important 20th-century literature and political thought.
-
B.
Antonio Frova
Antonio Frova was an Italian archaeologist best known for unearthing the Pilate Stone, a key inscription confirming the historical existence of Pontius Pilate.
-
C.
Federico Bruni
Federico Bruni, better known as Fyodor Bruni, was a 19th-century Italian-Russian painter renowned for his large-scale historical and religious works in the academic style.
-
D.
Carlo Rainaldi
Carlo Rainaldi was a prominent 17th-century Italian Baroque architect known for designing several major churches and urban monuments in Rome.
-
E.
Roberto Ciurleo
Roberto Ciurleo is a French music and media producer best known for his work on major musical projects and radio programming.
- 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e22544708190b0dffb5256d4cda6 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bc96f7288190ab8d1bbf9d428903 |
completed | April 5, 2026, 1:36 a.m. |
| NEDg | Description generation | batch_69d1bd7ee790819093b0aec59e22c6d3 |
completed | April 5, 2026, 1:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1bde561f88190bf8a0126096ee6bf |
completed | April 5, 2026, 1:41 a.m. |
Created at: March 27, 2026, 2:36 p.m.