Triple

T20520793
Position Surface form Disambiguated ID Type / Status
Subject Against the Grain E503801 entity
Predicate hasTrack P3284 FINISHED
Object The Positive Aspect of Negative Thinking — NE NERFINISHED

How this triple was built (3 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 Positive Aspect of Negative Thinking | Statement: [Against the Grain, hasTrack, The Positive Aspect of Negative Thinking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Positive Aspect of Negative Thinking
Context triple: [Against the Grain, hasTrack, The Positive Aspect of Negative Thinking]
  • A. The Power of Positive Thinking
    The Power of Positive Thinking is a best-selling self-help book that popularized the idea that optimism, faith, and constructive thinking can significantly improve one’s life and success.
  • B. "On Optimism and Despair"
    "On Optimism and Despair" is an essay by Zadie Smith that reflects on hope, pessimism, and moral responsibility in contemporary political and social crises.
  • C. The Power of Thinking Without Thinking
    The Power of Thinking Without Thinking is the subtitle of Malcolm Gladwell’s bestselling book "Blink," which explores the power and pitfalls of rapid, intuitive decision-making.
  • D. Learned Optimism
    Learned Optimism is a popular psychology book by Martin Seligman that explains how adopting a more optimistic explanatory style can reduce depression, improve resilience, and enhance overall well-being.
  • E. The Art of Thought
    The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Positive Aspect of Negative Thinking
Target entity description: "The Positive Aspect of Negative Thinking" is a song by the Canadian punk rock band Against the Grain, known for its fast-paced, aggressive style and introspective lyrics.
  • A. The Power of Positive Thinking
    The Power of Positive Thinking is a best-selling self-help book that popularized the idea that optimism, faith, and constructive thinking can significantly improve one’s life and success.
  • B. "On Optimism and Despair"
    "On Optimism and Despair" is an essay by Zadie Smith that reflects on hope, pessimism, and moral responsibility in contemporary political and social crises.
  • C. The Power of Thinking Without Thinking
    The Power of Thinking Without Thinking is the subtitle of Malcolm Gladwell’s bestselling book "Blink," which explores the power and pitfalls of rapid, intuitive decision-making.
  • D. Learned Optimism
    Learned Optimism is a popular psychology book by Martin Seligman that explains how adopting a more optimistic explanatory style can reduce depression, improve resilience, and enhance overall well-being.
  • E. The Art of Thought
    The Art of Thought is a seminal 1926 book by social psychologist Graham Wallas that introduced the influential four-stage model of the creative process (preparation, incubation, illumination, verification).
  • F. None of above. chosen

Provenance (2 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_69e0b4b2aa788190ae9eb37c1d73b1f1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69f4587c481908544f89572d164b0 completed April 20, 2026, 9:48 p.m.
Created at: April 16, 2026, 11:36 a.m.