Triple
T1212131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pontifical Academy of Social Sciences |
E26023
|
entity |
| Predicate | hasPresident |
P112
|
FINISHED |
| Object |
Stefano Zamagni
Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
|
E137520
|
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: Stefano Zamagni | Statement: [Pontifical Academy of Social Sciences, hasPresident, Stefano Zamagni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stefano Zamagni Context triple: [Pontifical Academy of Social Sciences, hasPresident, Stefano Zamagni]
-
A.
Guido Crosetto
Guido Crosetto is an Italian politician and businessman, co-founder of the national-conservative party Brothers of Italy and a prominent figure on the Italian right.
-
B.
Andrea Molesini
Andrea Molesini is an Italian writer and academic best known for his award-winning novels, particularly in contemporary Italian literature.
-
C.
Francesco Barra
Francesco Barra is an individual notable enough to be recognized as a significant bearer of the surname Barra.
-
D.
Enrico De Nicola
Enrico De Nicola was an Italian jurist and politician who served as the first head of state of the Italian Republic after World War II.
-
E.
Gabriele Rapagnetta
Gabriele Rapagnetta, better known as Gabriele D'Annunzio, was a prominent Italian poet, playwright, and nationalist figure of the late 19th and early 20th centuries.
- 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: Stefano Zamagni Triple: [Pontifical Academy of Social Sciences, hasPresident, Stefano Zamagni]
Generated description
Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stefano Zamagni Target entity description: Stefano Zamagni is an Italian economist and academic known for his work in civil economy and social ethics, who has held prominent roles in Vatican-related social science institutions.
-
A.
Guido Crosetto
Guido Crosetto is an Italian politician and businessman, co-founder of the national-conservative party Brothers of Italy and a prominent figure on the Italian right.
-
B.
Andrea Molesini
Andrea Molesini is an Italian writer and academic best known for his award-winning novels, particularly in contemporary Italian literature.
-
C.
Francesco Barra
Francesco Barra is an individual notable enough to be recognized as a significant bearer of the surname Barra.
-
D.
Enrico De Nicola
Enrico De Nicola was an Italian jurist and politician who served as the first head of state of the Italian Republic after World War II.
-
E.
Gabriele Rapagnetta
Gabriele Rapagnetta, better known as Gabriele D'Annunzio, was a prominent Italian poet, playwright, and nationalist figure of the late 19th and early 20th centuries.
- 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_69a4948331fc8190b531ac9bec71c491 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bde6cb608190b77fc5c47083e4b7 |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f43a12c8190a1ba90eefafd6bbc |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fbadd08819090ef4a9aff3bef0b |
completed | March 7, 2026, 7:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8022a6b08190ba6a1448cebe6017 |
completed | March 7, 2026, 7:44 p.m. |
Created at: March 1, 2026, 7:46 p.m.