Triple
T19906835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Finite Element Methods for Flow Problems |
E478440
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
V. Girault
V. Girault is a mathematician known for contributions to numerical analysis and computational fluid dynamics, particularly through coauthoring influential work on finite element methods for flow problems.
|
E1400824
|
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: V. Girault | Statement: [Finite Element Methods for Flow Problems, hasAuthor, V. Girault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: V. Girault Context triple: [Finite Element Methods for Flow Problems, hasAuthor, V. Girault]
-
A.
Jean Guiton
Jean Guiton was a French Huguenot naval leader and mayor of La Rochelle who became a symbol of Protestant resistance during the city’s struggle against royal authority in the early 17th century.
-
B.
L. Pellissier
L. Pellissier was one of the mountaineers who achieved the first recorded ascent of Bolivia’s Illimani, a prominent peak in the Andes.
-
C.
Jean Aurenche
Jean Aurenche was a prominent French screenwriter known for his influential collaborations in mid-20th-century French cinema, particularly with director Bertrand Tavernier and others of the poetic realist tradition.
-
D.
Jean Arthuis
Jean Arthuis is a French centrist politician and former finance minister known for his long career in national and European politics, including service as a Member of the European Parliament.
-
E.
Jean Gilson
Jean Gilson was an architect involved in the design of the Berlaymont building, the headquarters of the European Commission in Brussels.
- 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: V. Girault Triple: [Finite Element Methods for Flow Problems, hasAuthor, V. Girault]
Generated description
V. Girault is a mathematician known for contributions to numerical analysis and computational fluid dynamics, particularly through coauthoring influential work on finite element methods for flow problems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: V. Girault Target entity description: V. Girault is a mathematician known for contributions to numerical analysis and computational fluid dynamics, particularly through coauthoring influential work on finite element methods for flow problems.
-
A.
Jean Guiton
Jean Guiton was a French Huguenot naval leader and mayor of La Rochelle who became a symbol of Protestant resistance during the city’s struggle against royal authority in the early 17th century.
-
B.
L. Pellissier
L. Pellissier was one of the mountaineers who achieved the first recorded ascent of Bolivia’s Illimani, a prominent peak in the Andes.
-
C.
Jean Aurenche
Jean Aurenche was a prominent French screenwriter known for his influential collaborations in mid-20th-century French cinema, particularly with director Bertrand Tavernier and others of the poetic realist tradition.
-
D.
Jean Arthuis
Jean Arthuis is a French centrist politician and former finance minister known for his long career in national and European politics, including service as a Member of the European Parliament.
-
E.
Jean Gilson
Jean Gilson was an architect involved in the design of the Berlaymont building, the headquarters of the European Commission in Brussels.
- 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.