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.