Triple

T2505638
Position Surface form Disambiguated ID Type / Status
Subject Heinz Eulau E52572 entity
Predicate notableWork P4 FINISHED
Object Micro-Macro Political Analysis
Micro-Macro Political Analysis is a seminal work in political science that explores the connections between individual-level political behavior and broader systemic and institutional outcomes.
E271883 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: Micro-Macro Political Analysis | Statement: [Heinz Eulau, notableWork, Micro-Macro Political Analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Micro-Macro Political Analysis
Context triple: [Heinz Eulau, notableWork, Micro-Macro Political Analysis]
  • A. A Framework for Political Analysis
    A Framework for Political Analysis is a foundational political science book by David Easton that systematically outlines a general systems theory approach to understanding political life and processes.
  • B. Comparative Politics: A Developmental Approach
    Comparative Politics: A Developmental Approach is a foundational political science book that introduced a systematic, developmental framework for comparing political systems across different countries and stages of modernization.
  • C. On the Use and Abuse of Political Terms
    "On the Use and Abuse of Political Terms" is a 19th-century treatise by Sir George Cornewall Lewis that critically examines the meanings and misapplications of key concepts in political language and discourse.
  • D. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • E. Varieties of Political Theory
    Varieties of Political Theory is a seminal collection of essays by political scientist David Easton that surveys and critiques major approaches and methodologies in modern political theory.
  • 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: Micro-Macro Political Analysis
Triple: [Heinz Eulau, notableWork, Micro-Macro Political Analysis]
Generated description
Micro-Macro Political Analysis is a seminal work in political science that explores the connections between individual-level political behavior and broader systemic and institutional outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Micro-Macro Political Analysis
Target entity description: Micro-Macro Political Analysis is a seminal work in political science that explores the connections between individual-level political behavior and broader systemic and institutional outcomes.
  • A. A Framework for Political Analysis
    A Framework for Political Analysis is a foundational political science book by David Easton that systematically outlines a general systems theory approach to understanding political life and processes.
  • B. Comparative Politics: A Developmental Approach
    Comparative Politics: A Developmental Approach is a foundational political science book that introduced a systematic, developmental framework for comparing political systems across different countries and stages of modernization.
  • C. On the Use and Abuse of Political Terms
    "On the Use and Abuse of Political Terms" is a 19th-century treatise by Sir George Cornewall Lewis that critically examines the meanings and misapplications of key concepts in political language and discourse.
  • D. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • E. Varieties of Political Theory
    Varieties of Political Theory is a seminal collection of essays by political scientist David Easton that surveys and critiques major approaches and methodologies in modern political theory.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cec9f48190848b6129aa394ce4 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa57aa4819096578a5538973ec4 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.