Triple
T13569395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold Zweig |
E324117
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Education Before Verdun
Education Before Verdun is a World War I novel by Arnold Zweig that portrays the psychological and moral impact of the war on German soldiers.
|
E1049737
|
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: Education Before Verdun | Statement: [Arnold Zweig, notableWork, Education Before Verdun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Education Before Verdun Context triple: [Arnold Zweig, notableWork, Education Before Verdun]
-
A.
War and Civilization
War and Civilization is a historical study by Arnold Toynbee examining the role, impact, and evolution of warfare within human civilizations.
-
B.
The Basic School
The Basic School is the United States Marine Corps’ primary officer training institution where newly commissioned officers receive foundational leadership and combat instruction.
-
C.
The Problem of the Army
The Problem of the Army is a political and military treatise by British statesman and journalist Leo Amery analyzing the organization, efficiency, and reform needs of the British Army in the early 20th century.
-
D.
Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
-
E.
Battle School
Battle School is a futuristic orbital military academy where gifted children are rigorously trained through zero-gravity war games to prepare for interstellar conflict in Orson Scott Card’s Ender’s Game.
- 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: Education Before Verdun Triple: [Arnold Zweig, notableWork, Education Before Verdun]
Generated description
Education Before Verdun is a World War I novel by Arnold Zweig that portrays the psychological and moral impact of the war on German soldiers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Education Before Verdun Target entity description: Education Before Verdun is a World War I novel by Arnold Zweig that portrays the psychological and moral impact of the war on German soldiers.
-
A.
War and Civilization
War and Civilization is a historical study by Arnold Toynbee examining the role, impact, and evolution of warfare within human civilizations.
-
B.
The Basic School
The Basic School is the United States Marine Corps’ primary officer training institution where newly commissioned officers receive foundational leadership and combat instruction.
-
C.
The Problem of the Army
The Problem of the Army is a political and military treatise by British statesman and journalist Leo Amery analyzing the organization, efficiency, and reform needs of the British Army in the early 20th century.
-
D.
Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
-
E.
Battle School
Battle School is a futuristic orbital military academy where gifted children are rigorously trained through zero-gravity war games to prepare for interstellar conflict in Orson Scott Card’s Ender’s Game.
- 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_69d8076830b48190910a902bae5888e2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb00f5b8881908617f42d227ed137 |
completed | April 12, 2026, 2:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bb61a40819099a62f65a68dff7b |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77640b5308190aaa50e8d5d871832 |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f779178dc48190bb0de790de30d8b0 |
completed | May 3, 2026, 4:34 p.m. |
Created at: April 9, 2026, 9:48 p.m.