Triple

T16499807
Position Surface form Disambiguated ID Type / Status
Subject Krist Novoselic E400771 entity
Predicate authored P80 FINISHED
Object Of Grunge and Government: Let’s Fix This Broken Democracy
Of Grunge and Government: Let’s Fix This Broken Democracy is a political memoir and commentary book by musician Krist Novoselic that blends his experiences in the grunge scene with advocacy for electoral and democratic reform in the United States.
E1216794 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: Of Grunge and Government: Let’s Fix This Broken Democracy | Statement: [Krist Novoselic, authored, Of Grunge and Government: Let’s Fix This Broken Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Of Grunge and Government: Let’s Fix This Broken Democracy
Context triple: [Krist Novoselic, authored, Of Grunge and Government: Let’s Fix This Broken Democracy]
  • A. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • B. Call It Democracy
    "Call It Democracy" is a politically charged protest song by Canadian singer-songwriter Bruce Cockburn that critiques U.S. foreign policy and global economic power structures.
  • C. Democracy in Deficit
    Democracy in Deficit is a seminal public choice economics book by James M. Buchanan and Richard Wagner that critiques Keynesian fiscal policy and explains how democratic political incentives lead to chronic government budget deficits.
  • D. Democracy's Discontent
    "Democracy's Discontent" is a political philosophy book by Michael Sandel that critiques the moral emptiness of contemporary liberalism and argues for a renewed civic republican tradition in American democracy.
  • E. Labyrinths of Democracy
    Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
  • 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: Of Grunge and Government: Let’s Fix This Broken Democracy
Triple: [Krist Novoselic, authored, Of Grunge and Government: Let’s Fix This Broken Democracy]
Generated description
Of Grunge and Government: Let’s Fix This Broken Democracy is a political memoir and commentary book by musician Krist Novoselic that blends his experiences in the grunge scene with advocacy for electoral and democratic reform in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Of Grunge and Government: Let’s Fix This Broken Democracy
Target entity description: Of Grunge and Government: Let’s Fix This Broken Democracy is a political memoir and commentary book by musician Krist Novoselic that blends his experiences in the grunge scene with advocacy for electoral and democratic reform in the United States.
  • A. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • B. Call It Democracy
    "Call It Democracy" is a politically charged protest song by Canadian singer-songwriter Bruce Cockburn that critiques U.S. foreign policy and global economic power structures.
  • C. Democracy in Deficit
    Democracy in Deficit is a seminal public choice economics book by James M. Buchanan and Richard Wagner that critiques Keynesian fiscal policy and explains how democratic political incentives lead to chronic government budget deficits.
  • D. Democracy's Discontent
    "Democracy's Discontent" is a political philosophy book by Michael Sandel that critiques the moral emptiness of contemporary liberalism and argues for a renewed civic republican tradition in American democracy.
  • E. Labyrinths of Democracy
    Labyrinths of Democracy is a political science work by Heinz Eulau that explores the complexities and challenges of democratic processes and institutions.
  • 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_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e35b96881908c9d339eea9e4314 completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00582c6188819083eb1c1a87ce75a3 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059cb0e8c81908745e5f5a1c64117 completed May 10, 2026, 10:11 a.m.
NED2 Entity disambiguation (via description) batch_6a005ab310f481909193c5c5fe322d2a completed May 10, 2026, 10:15 a.m.
Created at: April 10, 2026, 5:14 a.m.