Triple
T15791551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian school of economics |
E382872
|
entity |
| Predicate | hasNotableRepresentative |
P304
|
FINISHED |
| Object |
Ugo Mazzola
Ugo Mazzola was an Italian economist associated with the Italian school of economics, known for his contributions to public finance and economic theory in the late 19th and early 20th centuries.
|
E1192024
|
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: Ugo Mazzola | Statement: [Italian school of economics, hasNotableRepresentative, Ugo Mazzola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ugo Mazzola Context triple: [Italian school of economics, hasNotableRepresentative, Ugo Mazzola]
-
A.
Sandro Mazzola
Sandro Mazzola is a legendary Italian footballer best known as a star forward for Inter Milan and the Italian national team during the 1960s and 1970s.
-
B.
Ugo Mola
Ugo Mola is a French rugby union coach and former player best known for leading Stade Toulousain (Toulouse) to multiple domestic and European titles.
-
C.
Francesco Mazzola
Francesco Mazzola, better known as Parmigianino, was an Italian Mannerist painter famed for his elegant, elongated figures and works such as "Madonna with the Long Neck."
-
D.
Pier Paolo Calzolari
Pier Paolo Calzolari is an Italian contemporary artist associated with the Arte Povera movement, known for his poetic installations that often incorporate ephemeral and everyday materials.
-
E.
Guido Molinari
Guido Molinari was a Canadian abstract painter renowned for his hard-edge geometric compositions and influential role in the development of modern art in Quebec.
- 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: Ugo Mazzola Triple: [Italian school of economics, hasNotableRepresentative, Ugo Mazzola]
Generated description
Ugo Mazzola was an Italian economist associated with the Italian school of economics, known for his contributions to public finance and economic theory in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ugo Mazzola Target entity description: Ugo Mazzola was an Italian economist associated with the Italian school of economics, known for his contributions to public finance and economic theory in the late 19th and early 20th centuries.
-
A.
Sandro Mazzola
Sandro Mazzola is a legendary Italian footballer best known as a star forward for Inter Milan and the Italian national team during the 1960s and 1970s.
-
B.
Ugo Mola
Ugo Mola is a French rugby union coach and former player best known for leading Stade Toulousain (Toulouse) to multiple domestic and European titles.
-
C.
Francesco Mazzola
Francesco Mazzola, better known as Parmigianino, was an Italian Mannerist painter famed for his elegant, elongated figures and works such as "Madonna with the Long Neck."
-
D.
Pier Paolo Calzolari
Pier Paolo Calzolari is an Italian contemporary artist associated with the Arte Povera movement, known for his poetic installations that often incorporate ephemeral and everyday materials.
-
E.
Guido Molinari
Guido Molinari was a Canadian abstract painter renowned for his hard-edge geometric compositions and influential role in the development of modern art in Quebec.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b4d9623081908496cdfdf86a078a |
completed | April 16, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe469012481908fd9955c72e756a3 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe5320ea08190a77850567296de9b |
completed | May 10, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe56441b881909e3a97331e3821d2 |
completed | May 10, 2026, 1:54 a.m. |
Created at: April 10, 2026, 4:48 a.m.