Triple
T14179522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sentimental Education |
E351415
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Madame Dambreuse
Madame Dambreuse is a wealthy, sophisticated Parisian society woman who becomes one of the central love interests in Gustave Flaubert’s novel "Sentimental Education."
|
E1087715
|
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: Madame Dambreuse | Statement: [Sentimental Education, hasCharacter, Madame Dambreuse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madame Dambreuse Context triple: [Sentimental Education, hasCharacter, Madame Dambreuse]
-
A.
Madame Vabre
Madame Vabre is a fictional bourgeois woman in Émile Zola’s novel "Pot-Bouille," representing the hypocrisies and moral decay of Parisian middle-class society in the 19th century.
-
B.
Madame Hedouin
Madame Hédouin is a business-savvy, independent shop owner in Émile Zola’s novel "Pot-Bouille," representing the emerging class of self-reliant bourgeois women in 19th-century Paris.
-
C.
Madame Dumay
Madame Dumay is a supporting character in Honoré de Balzac’s novel "Modeste Mignon," part of the intricate social and domestic world surrounding the heroine.
-
D.
Madame Ferraud
Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
-
E.
Madame Campardon
Madame Campardon is a bourgeois Parisian woman in Émile Zola’s novel "Pot-Bouille," emblematic of the era’s domestic hypocrisies and social pretenses.
- 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: Madame Dambreuse Triple: [Sentimental Education, hasCharacter, Madame Dambreuse]
Generated description
Madame Dambreuse is a wealthy, sophisticated Parisian society woman who becomes one of the central love interests in Gustave Flaubert’s novel "Sentimental Education."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madame Dambreuse Target entity description: Madame Dambreuse is a wealthy, sophisticated Parisian society woman who becomes one of the central love interests in Gustave Flaubert’s novel "Sentimental Education."
-
A.
Madame Vabre
Madame Vabre is a fictional bourgeois woman in Émile Zola’s novel "Pot-Bouille," representing the hypocrisies and moral decay of Parisian middle-class society in the 19th century.
-
B.
Madame Hedouin
Madame Hédouin is a business-savvy, independent shop owner in Émile Zola’s novel "Pot-Bouille," representing the emerging class of self-reliant bourgeois women in 19th-century Paris.
-
C.
Madame Dumay
Madame Dumay is a supporting character in Honoré de Balzac’s novel "Modeste Mignon," part of the intricate social and domestic world surrounding the heroine.
-
D.
Madame Ferraud
Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
-
E.
Madame Campardon
Madame Campardon is a bourgeois Parisian woman in Émile Zola’s novel "Pot-Bouille," emblematic of the era’s domestic hypocrisies and social pretenses.
- 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_69fd280656a881909c565b99e85ae9bd |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd29d254608190a9f0b8e5623451aa |
completed | May 8, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2aa5bf3c8190bb62ce780d417b7d |
completed | May 8, 2026, 12:13 a.m. |
Created at: April 10, 2026, 1:02 a.m.