Triple
T19906664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | finite element method |
E478434
|
entity |
| Predicate | notableContributor |
P304
|
FINISHED |
| Object |
Olga Ladyzhenskaya
Olga Ladyzhenskaya was a prominent Russian mathematician renowned for her fundamental contributions to the theory of partial differential equations and fluid dynamics, particularly the Navier–Stokes equations.
|
E1400822
|
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: Olga Ladyzhenskaya | Statement: [finite element method, notableContributor, Olga Ladyzhenskaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Olga Ladyzhenskaya Context triple: [finite element method, notableContributor, Olga Ladyzhenskaya]
-
A.
Sofia Kovalevskaya
Sofia Kovalevskaya was a pioneering 19th-century Russian mathematician renowned for her groundbreaking work in analysis and partial differential equations and as one of the first women to hold a full professorship in mathematics.
-
B.
Vladimir Arnold
Vladimir Arnold was a prominent Soviet and Russian mathematician renowned for his fundamental contributions to dynamical systems, catastrophe theory, and singularity theory.
-
C.
Lazar Lyusternik
Lazar Lyusternik was a Russian mathematician known for his contributions to topology, variational problems, and the development of the Lusternik–Schnirelmann category in critical point theory.
-
D.
Oksana Kovalevskaya
Oksana Kovalevskaya is a Russian former rhythmic gymnast known for competing internationally in the late 1990s and early 2000s.
-
E.
Maria Shubskaya
Maria Shubskaya is a Russian film producer and public figure known as the daughter of acclaimed actress and director Vera Glagoleva.
- 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: Olga Ladyzhenskaya Triple: [finite element method, notableContributor, Olga Ladyzhenskaya]
Generated description
Olga Ladyzhenskaya was a prominent Russian mathematician renowned for her fundamental contributions to the theory of partial differential equations and fluid dynamics, particularly the Navier–Stokes equations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Olga Ladyzhenskaya Target entity description: Olga Ladyzhenskaya was a prominent Russian mathematician renowned for her fundamental contributions to the theory of partial differential equations and fluid dynamics, particularly the Navier–Stokes equations.
-
A.
Sofia Kovalevskaya
Sofia Kovalevskaya was a pioneering 19th-century Russian mathematician renowned for her groundbreaking work in analysis and partial differential equations and as one of the first women to hold a full professorship in mathematics.
-
B.
Vladimir Arnold
Vladimir Arnold was a prominent Soviet and Russian mathematician renowned for his fundamental contributions to dynamical systems, catastrophe theory, and singularity theory.
-
C.
Lazar Lyusternik
Lazar Lyusternik was a Russian mathematician known for his contributions to topology, variational problems, and the development of the Lusternik–Schnirelmann category in critical point theory.
-
D.
Oksana Kovalevskaya
Oksana Kovalevskaya is a Russian former rhythmic gymnast known for competing internationally in the late 1990s and early 2000s.
-
E.
Maria Shubskaya
Maria Shubskaya is a Russian film producer and public figure known as the daughter of acclaimed actress and director Vera Glagoleva.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6598cc5108190bca2a47c9f8ef70f |
completed | April 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea494af08190ac8c43797bff5012 |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07ee6d8ef481908987eef826425806 |
completed | May 16, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eec5b4788190b697a0b7382b5c2b |
completed | May 16, 2026, 4:12 a.m. |
Created at: April 10, 2026, 1:52 p.m.