Triple
T16780306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naturalism (literature) |
E407839
|
entity |
| Predicate | hasKeyWork |
P6200
|
FINISHED |
| Object |
Germinal
Germinal is a landmark naturalist novel by Émile Zola that powerfully depicts the harsh lives and class struggle of coal miners in 19th-century France.
|
E1126095
|
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: [Naturalism (literature), hasKeyWork, Germinal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Germinal Context triple: [Naturalism (literature), hasKeyWork, Germinal]
-
A.
Germinal
Germinal is a 1993 French film adaptation of Émile Zola’s novel about a coal miners’ strike in 19th-century France, directed by Claude Berri.
-
B.
Germinal
Germinal is the seventh month of the French Republican Calendar, corresponding roughly to late March and early April and associated with the sprouting of plants in spring.
-
C.
Les Déracinés
Les Déracinés is a 1897 nationalist novel by Maurice Barrès that follows a group of young men from Lorraine whose move to Paris leads to moral and spiritual uprooting, inaugurating his influential trilogy Le Roman de l’énergie nationale.
-
D.
Récoltes et Semailles
Récoltes et Semailles is an extensive, reflective manuscript by mathematician Alexander Grothendieck that blends autobiographical narrative with a critical examination of his own work and the culture of modern mathematics.
-
E.
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.
- 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: [Naturalism (literature), hasKeyWork, Germinal]
Generated description
Germinal is a landmark naturalist novel by Émile Zola that powerfully depicts the harsh lives 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 landmark naturalist novel by Émile Zola that powerfully depicts the harsh lives and class struggle of coal miners in 19th-century France.
-
A.
Germinal
Germinal is the seventh month of the French Republican Calendar, corresponding roughly to late March and early April and associated with the sprouting of plants in spring.
-
B.
Germinal
chosen
Germinal is a 1993 French film adaptation of Émile Zola’s novel about a coal miners’ strike in 19th-century France, directed by Claude Berri.
-
C.
Les Déracinés
Les Déracinés is a 1897 nationalist novel by Maurice Barrès that follows a group of young men from Lorraine whose move to Paris leads to moral and spiritual uprooting, inaugurating his influential trilogy Le Roman de l’énergie nationale.
-
D.
Récoltes et Semailles
Récoltes et Semailles is an extensive, reflective manuscript by mathematician Alexander Grothendieck that blends autobiographical narrative with a critical examination of his own work and the culture of modern mathematics.
-
E.
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.
- 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b214cebc81909de80e74b4bac5f8 |
completed | April 18, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab0300e48190ad088cd11098ca34 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00aba5fb388190ab98a0c8ee50340b |
completed | May 10, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ac54a11c81909afe9244e9fe0656 |
completed | May 10, 2026, 4:03 p.m. |
Created at: April 10, 2026, 5:22 a.m.