Triple
T545119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Émile Zola |
E12715
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
La Bête humaine
La Bête humaine is a naturalist novel by Émile Zola that explores hereditary madness, violence, and social corruption through a dark tale set around the French railway system.
|
E67822
|
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: La Bête humaine | Statement: [Émile Zola, notableWork, La Bête humaine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: La Bête humaine Context triple: [Émile Zola, notableWork, La Bête humaine]
-
A.
Les Rougon-Macquart
Les Rougon-Macquart is a twenty-novel cycle by Émile Zola that traces the lives of a fictional French family to explore heredity, environment, and society during the Second French Empire.
-
B.
The Awakening Conscience
The Awakening Conscience is an 1853 oil painting by William Holman Hunt that exemplifies Pre-Raphaelite moral realism, depicting a kept woman’s sudden moment of spiritual and moral realization.
-
C.
The Soul of the Ape
The Soul of the Ape is a pioneering early 20th-century work of animal psychology and ethology in which Eugène Marais explores the behavior and inner life of primates.
-
D.
La Grenouillère
La Grenouillère is an 1869 Impressionist painting by Claude Monet depicting a lively riverside bathing and boating resort on the Seine near Bougival, France.
-
E.
Scènes de la vie de province
Scènes de la vie de province is a series of interlinked novels by Honoré de Balzac depicting the social, political, and personal lives of characters in provincial France as part of his larger La Comédie humaine cycle.
- 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: La Bête humaine Triple: [Émile Zola, notableWork, La Bête humaine]
Generated description
La Bête humaine is a naturalist novel by Émile Zola that explores hereditary madness, violence, and social corruption through a dark tale set around the French railway system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: La Bête humaine Target entity description: La Bête humaine is a naturalist novel by Émile Zola that explores hereditary madness, violence, and social corruption through a dark tale set around the French railway system.
-
A.
Les Rougon-Macquart
chosen
Les Rougon-Macquart is a twenty-novel cycle by Émile Zola that traces the lives of a fictional French family to explore heredity, environment, and society during the Second French Empire.
-
B.
The Awakening Conscience
The Awakening Conscience is an 1853 oil painting by William Holman Hunt that exemplifies Pre-Raphaelite moral realism, depicting a kept woman’s sudden moment of spiritual and moral realization.
-
C.
The Soul of the Ape
The Soul of the Ape is a pioneering early 20th-century work of animal psychology and ethology in which Eugène Marais explores the behavior and inner life of primates.
-
D.
La Grenouillère
La Grenouillère is an 1869 Impressionist painting by Claude Monet depicting a lively riverside bathing and boating resort on the Seine near Bougival, France.
-
E.
Scènes de la vie de province
Scènes de la vie de province is a series of interlinked novels by Honoré de Balzac depicting the social, political, and personal lives of characters in provincial France as part of his larger La Comédie humaine cycle.
- F. None of above.
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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dfec5c81908b76d723b30dc2f0 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f3f4e08190a625ae085868b191 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e47c4f908190969ff83c69d7c3a7 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
Created at: March 1, 2026, 7:32 p.m.