Triple
T13063834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stelio Frati |
E329267
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Stelio
Stelio is the given name of Stelio Frati, an Italian aeronautical engineer and aircraft designer renowned for creating light, high-performance airplanes.
|
E1023755
|
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: Stelio | Statement: [Stelio Frati, givenName, Stelio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stelio Context triple: [Stelio Frati, givenName, Stelio]
-
A.
Marcello
Marcello is a masculine given name of Italian origin, commonly used in Italy and other Romance-language countries.
-
B.
Stefano
Stefano is the Italian given name corresponding to the Hungarian name István, commonly used as a male first name in Italy.
-
C.
Luciano
Luciano is a masculine given name of Italian origin, famously borne by the renowned operatic tenor Luciano Pavarotti.
-
D.
Manfredi
Manfredi is an architect best known as one of the co-founders and principals of the New York–based architecture firm Weiss/Manfredi.
-
E.
Saverio
Saverio is an Italian male given name, commonly used as a first name in Italy and among Italian-speaking communities.
- 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: Stelio Triple: [Stelio Frati, givenName, Stelio]
Generated description
Stelio is the given name of Stelio Frati, an Italian aeronautical engineer and aircraft designer renowned for creating light, high-performance airplanes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stelio Target entity description: Stelio is the given name of Stelio Frati, an Italian aeronautical engineer and aircraft designer renowned for creating light, high-performance airplanes.
-
A.
Marcello
Marcello is a masculine given name of Italian origin, commonly used in Italy and other Romance-language countries.
-
B.
Stefano
Stefano is the Italian given name corresponding to the Hungarian name István, commonly used as a male first name in Italy.
-
C.
Luciano
Luciano is a masculine given name of Italian origin, famously borne by the renowned operatic tenor Luciano Pavarotti.
-
D.
Manfredi
Manfredi is an architect best known as one of the co-founders and principals of the New York–based architecture firm Weiss/Manfredi.
-
E.
Saverio
Saverio is an Italian male given name, commonly used as a first name in Italy and among Italian-speaking communities.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980e9bdfc81908eb90fb50597df64 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ead460908190a566f5416e456aeb |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ee17be908190a11e00204df2cbf4 |
completed | May 3, 2026, 6:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ef02a6848190849876a0a6f32ffd |
completed | May 3, 2026, 6:45 a.m. |
Created at: April 9, 2026, 8:59 p.m.