Triple

T6022759
Position Surface form Disambiguated ID Type / Status
Subject Megadeth E134102 entity
Predicate notableWork P4 FINISHED
Object The System Has Failed
The System Has Failed is a 2004 thrash metal album by Megadeth that marked the band’s return after Dave Mustaine’s arm injury and is often seen as a creative resurgence.
E565261 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: The System Has Failed | Statement: [Megadeth, notableWork, The System Has Failed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The System Has Failed
Context triple: [Megadeth, notableWork, The System Has Failed]
  • A. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • B. Collapse: How Societies Choose to Fail or Succeed
    Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
  • C. Broken Government
    "Broken Government" is a political analysis book by former Nixon White House counsel John Dean that critiques the expansion of presidential power and the erosion of constitutional checks and balances in modern American governance.
  • D. The Stalled Society
    The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
  • E. Without Fail
    "Without Fail" is a thriller novel in Lee Child's Jack Reacher series, centered on Reacher's efforts to thwart an assassination attempt on the Vice President–elect of the United States.
  • 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: The System Has Failed
Triple: [Megadeth, notableWork, The System Has Failed]
Generated description
The System Has Failed is a 2004 thrash metal album by Megadeth that marked the band’s return after Dave Mustaine’s arm injury and is often seen as a creative resurgence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The System Has Failed
Target entity description: The System Has Failed is a 2004 thrash metal album by Megadeth that marked the band’s return after Dave Mustaine’s arm injury and is often seen as a creative resurgence.
  • A. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • B. Collapse: How Societies Choose to Fail or Succeed
    Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
  • C. Broken Government
    "Broken Government" is a political analysis book by former Nixon White House counsel John Dean that critiques the expansion of presidential power and the erosion of constitutional checks and balances in modern American governance.
  • D. The Stalled Society
    The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
  • E. Without Fail
    "Without Fail" is a thriller novel in Lee Child's Jack Reacher series, centered on Reacher's efforts to thwart an assassination attempt on the Vice President–elect of the United States.
  • 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_69c008742a5c8190b9cb9c2787a3d8b3 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04fbd7978819085d683578bc62aa3 completed March 22, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1136da26081909b753fa8a2a91084 completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c1174ff40c8190b19011a46eadea70 completed March 23, 2026, 10:34 a.m.
NED2 Entity disambiguation (via description) batch_69c117a46d3881908267431287814acd completed March 23, 2026, 10:36 a.m.
Created at: March 22, 2026, 4:07 p.m.