Triple
T545116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Émile Zola |
E12715
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Germinal
Germinal is a classic 1885 naturalist novel by Émile Zola that powerfully depicts the harsh conditions and class struggle of coal miners in 19th-century France.
|
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: Germinal | Statement: [Émile Zola, notableWork, Germinal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Germinal Context triple: [Émile Zola, notableWork, Germinal]
-
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.
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.
-
C.
The Lower Depths
The Lower Depths is a seminal 1902 play by Russian writer Maksim Gorky that portrays the harsh lives and moral struggles of impoverished lodgers in a flophouse.
-
D.
Le Siècle
Le Siècle was a prominent 19th-century French newspaper known for publishing major literary works and influencing public opinion in France.
-
E.
July Days
July Days was a brief but intense period of armed demonstrations and political unrest in Petrograd in July 1917 that exposed the weakness of the Russian Provisional Government and boosted Bolshevik influence ahead of the October Revolution.
- 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: Germinal Triple: [Émile Zola, notableWork, Germinal]
Generated description
Germinal is a classic 1885 naturalist novel by Émile Zola that powerfully depicts the harsh conditions and class struggle of coal miners in 19th-century France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Germinal Target entity description: Germinal is a classic 1885 naturalist novel by Émile Zola that powerfully depicts the harsh conditions and class struggle of coal miners in 19th-century France.
-
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.
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.
-
C.
The Lower Depths
The Lower Depths is a seminal 1902 play by Russian writer Maksim Gorky that portrays the harsh lives and moral struggles of impoverished lodgers in a flophouse.
-
D.
Le Siècle
Le Siècle was a prominent 19th-century French newspaper known for publishing major literary works and influencing public opinion in France.
-
E.
July Days
July Days was a brief but intense period of armed demonstrations and political unrest in Petrograd in July 1917 that exposed the weakness of the Russian Provisional Government and boosted Bolshevik influence ahead of the October Revolution.
- 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_69a4d042a590819096ed622dc6bcf8e4 |
completed | March 1, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69a4d0a6aa508190b8a29de838d2dbb0 |
completed | March 1, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4d114973c81908c3d8fb393f9ee14 |
completed | March 1, 2026, 11:51 p.m. |
Created at: March 1, 2026, 7:32 p.m.