Triple
T2683234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bianchi identities |
E57422
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Luigi Bianchi
Luigi Bianchi was an Italian mathematician known for his influential work in differential geometry and the theory of Riemannian manifolds.
|
E297317
|
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: Luigi Bianchi | Statement: [Bianchi identities, namedAfter, Luigi Bianchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luigi Bianchi Context triple: [Bianchi identities, namedAfter, Luigi Bianchi]
-
A.
Dino Zoff
Dino Zoff is an Italian goalkeeping legend, renowned for captaining Italy to victory at the 1982 FIFA World Cup and for his remarkable longevity and consistency between the posts.
-
B.
Gianni Rivera
Gianni Rivera is an iconic Italian attacking midfielder, best known for his elegance, vision, and decisive performances for AC Milan and Italy during the 1960s and 1970s.
-
C.
Riccardo Lombardi
Riccardo Lombardi was a prominent Italian socialist politician and intellectual, known for his leadership within the Italian Socialist Party and his advocacy of democratic socialism and progressive reforms in postwar Italy.
-
D.
Ubaldo Soddu
Ubaldo Soddu was an Italian general who briefly served as the commander of Italian forces during the early stages of World War II’s Greco-Italian War.
-
E.
Gianfranco Franchini
Gianfranco Franchini was an Italian architect best known as one of the co-designers of Paris’s iconic Centre Pompidou.
- 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: Luigi Bianchi Triple: [Bianchi identities, namedAfter, Luigi Bianchi]
Generated description
Luigi Bianchi was an Italian mathematician known for his influential work in differential geometry and the theory of Riemannian manifolds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luigi Bianchi Target entity description: Luigi Bianchi was an Italian mathematician known for his influential work in differential geometry and the theory of Riemannian manifolds.
-
A.
Dino Zoff
Dino Zoff is an Italian goalkeeping legend, renowned for captaining Italy to victory at the 1982 FIFA World Cup and for his remarkable longevity and consistency between the posts.
-
B.
Gianni Rivera
Gianni Rivera is an iconic Italian attacking midfielder, best known for his elegance, vision, and decisive performances for AC Milan and Italy during the 1960s and 1970s.
-
C.
Riccardo Lombardi
Riccardo Lombardi was a prominent Italian socialist politician and intellectual, known for his leadership within the Italian Socialist Party and his advocacy of democratic socialism and progressive reforms in postwar Italy.
-
D.
Ubaldo Soddu
Ubaldo Soddu was an Italian general who briefly served as the commander of Italian forces during the early stages of World War II’s Greco-Italian War.
-
E.
Gianfranco Franchini
Gianfranco Franchini was an Italian architect best known as one of the co-designers of Paris’s iconic Centre Pompidou.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9d7692c81909d8fd9ce3817161b |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc02d8730819093a576d3751432de |
completed | March 10, 2026, 6:54 a.m. |
| NEDg | Description generation | batch_69afc15513f48190a22f83571be2e0bd |
completed | March 10, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1c9440c8190abf9dc063109af45 |
completed | March 10, 2026, 7:01 a.m. |
Created at: March 6, 2026, 9:54 p.m.