Triple
T14179461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madame Bovary |
E351414
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Rodolphe Boulanger
Rodolphe Boulanger is a wealthy, cynical landowner in Gustave Flaubert’s novel "Madame Bovary" who seduces Emma Bovary and contributes to her emotional downfall.
|
E1102055
|
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: Rodolphe Boulanger | Statement: [Madame Bovary, character, Rodolphe Boulanger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rodolphe Boulanger Context triple: [Madame Bovary, character, Rodolphe Boulanger]
-
A.
Ernest Boulanger
Ernest Boulanger was a French composer and conductor of the late 19th century, known both for his own musical work and as the father of influential music educator Nadia Boulanger.
-
B.
Charles Louis Borie Jr.
Charles Louis Borie Jr. was an American architect known for his work on prominent public and institutional buildings in the early 20th century, including contributions to the design of the Philadelphia Museum of Art.
-
C.
Georges Ernest Boulanger
Georges Ernest Boulanger was a French general and politician who became a popular nationalist figure in the late 19th century, nearly leading a coup against the Third Republic.
-
D.
Charles Lefebvre-Desnouettes
Charles Lefebvre-Desnouettes was a French Napoleonic general noted for his cavalry leadership during the Peninsular War and other campaigns of the First French Empire.
-
E.
Édouard Le Roy
Édouard Le Roy was a French philosopher and mathematician associated with spiritualist and Catholic modernist thought, known for his work on intuition, science, and religion.
- 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: Rodolphe Boulanger Triple: [Madame Bovary, character, Rodolphe Boulanger]
Generated description
Rodolphe Boulanger is a wealthy, cynical landowner in Gustave Flaubert’s novel "Madame Bovary" who seduces Emma Bovary and contributes to her emotional downfall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rodolphe Boulanger Target entity description: Rodolphe Boulanger is a wealthy, cynical landowner in Gustave Flaubert’s novel "Madame Bovary" who seduces Emma Bovary and contributes to her emotional downfall.
-
A.
Ernest Boulanger
Ernest Boulanger was a French composer and conductor of the late 19th century, known both for his own musical work and as the father of influential music educator Nadia Boulanger.
-
B.
Charles Louis Borie Jr.
Charles Louis Borie Jr. was an American architect known for his work on prominent public and institutional buildings in the early 20th century, including contributions to the design of the Philadelphia Museum of Art.
-
C.
Georges Ernest Boulanger
Georges Ernest Boulanger was a French general and politician who became a popular nationalist figure in the late 19th century, nearly leading a coup against the Third Republic.
-
D.
Charles Lefebvre-Desnouettes
Charles Lefebvre-Desnouettes was a French Napoleonic general noted for his cavalry leadership during the Peninsular War and other campaigns of the First French Empire.
-
E.
Édouard Le Roy
Édouard Le Roy was a French philosopher and mathematician associated with spiritualist and Catholic modernist thought, known for his work on intuition, science, and religion.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61c90abc8190a9b9dc1f50db59fa |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d77e8dc8190b90f3505960e549e |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6e75155081908cec8cac1101c17e |
completed | May 8, 2026, 5:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6f38ea788190a957419ca1971b15 |
completed | May 8, 2026, 5:06 a.m. |
Created at: April 10, 2026, 1:02 a.m.