Triple
T10807986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kähler–Ricci flow |
E255017
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Valentino Tosatti
Valentino Tosatti is an Italian mathematician known for his contributions to complex differential geometry, particularly in the study of Kähler metrics and geometric flows.
|
E1061051
|
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: Valentino Tosatti | Statement: [Kähler–Ricci flow, developedBy, Valentino Tosatti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valentino Tosatti Context triple: [Kähler–Ricci flow, developedBy, Valentino Tosatti]
-
A.
Livio Santini
Livio Santini is an architect best known as a co-founder of the influential architecture firm Morphosis.
-
B.
Giulio Berruti
Giulio Berruti is an Italian actor and former fashion model known for his roles in romantic comedies and drama films.
-
C.
Tullio Vecchietti
Tullio Vecchietti was an Italian politician and journalist known for his role in the Italian left, particularly within socialist and communist movements in the mid-20th century.
-
D.
Antonio Niccolini
Antonio Niccolini was a prominent 19th-century Italian architect and scenographer best known for his influential work on the design and renovation of major Neapolitan theaters and public buildings.
-
E.
Armando Borghi
Armando Borghi was a prominent Italian anarchist, labor organizer, and writer who played a key role in the early 20th-century workers’ and anti-fascist movements in Italy.
- 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: Valentino Tosatti Triple: [Kähler–Ricci flow, developedBy, Valentino Tosatti]
Generated description
Valentino Tosatti is an Italian mathematician known for his contributions to complex differential geometry, particularly in the study of Kähler metrics and geometric flows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valentino Tosatti Target entity description: Valentino Tosatti is an Italian mathematician known for his contributions to complex differential geometry, particularly in the study of Kähler metrics and geometric flows.
-
A.
Livio Santini
Livio Santini is an architect best known as a co-founder of the influential architecture firm Morphosis.
-
B.
Giulio Berruti
Giulio Berruti is an Italian actor and former fashion model known for his roles in romantic comedies and drama films.
-
C.
Tullio Vecchietti
Tullio Vecchietti was an Italian politician and journalist known for his role in the Italian left, particularly within socialist and communist movements in the mid-20th century.
-
D.
Antonio Niccolini
Antonio Niccolini was a prominent 19th-century Italian architect and scenographer best known for his influential work on the design and renovation of major Neapolitan theaters and public buildings.
-
E.
Armando Borghi
Armando Borghi was a prominent Italian anarchist, labor organizer, and writer who played a key role in the early 20th-century workers’ and anti-fascist movements in Italy.
- 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d733b506488190921e6a1f4168dd9e |
completed | April 9, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b0513f408190b822566b8fc771cd |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 |
completed | May 3, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b210ce24819091dc387f128f99e8 |
completed | May 3, 2026, 8:37 p.m. |
Created at: April 8, 2026, 9:18 p.m.