Triple

T308348
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object The Relativity of Wrong
The Relativity of Wrong is an essay by Isaac Asimov that explains how scientific ideas become progressively less wrong over time, arguing that errors in science are matters of degree rather than absolute falsehood.
E39696 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 Relativity of Wrong | Statement: [Isaac Asimov, notableWork, The Relativity of Wrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Relativity of Wrong
Context triple: [Isaac Asimov, notableWork, The Relativity of Wrong]
  • A. Reflections on the Romance of Science
    Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
  • B. The Structure of Scientific Revolutions
    The Structure of Scientific Revolutions is a landmark 1962 book by philosopher Thomas S. Kuhn that introduced the concept of paradigm shifts to explain how scientific fields undergo periodic, transformative changes rather than progressing through a steady accumulation of knowledge.
  • C. Perfectly Reasonable Deviations from the Beaten Track: The Letters of Richard P. Feynman
    Perfectly Reasonable Deviations from the Beaten Track: The Letters of Richard P. Feynman is a curated collection of personal and professional correspondence by physicist Richard Feynman, edited by his daughter Michelle Feynman, offering insight into his character, ideas, and life.
  • D. Berserker hypothesis
    The Berserker hypothesis is a proposed solution to the Fermi paradox suggesting that self-replicating killer probes or hostile civilizations systematically destroy emerging intelligent life in the galaxy, explaining our apparent cosmic silence.
  • E. The Demon-Haunted World
    The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
  • 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 Relativity of Wrong
Triple: [Isaac Asimov, notableWork, The Relativity of Wrong]
Generated description
The Relativity of Wrong is an essay by Isaac Asimov that explains how scientific ideas become progressively less wrong over time, arguing that errors in science are matters of degree rather than absolute falsehood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Relativity of Wrong
Target entity description: The Relativity of Wrong is an essay by Isaac Asimov that explains how scientific ideas become progressively less wrong over time, arguing that errors in science are matters of degree rather than absolute falsehood.
  • A. Reflections on the Romance of Science
    Reflections on the Romance of Science is a collection of essays by Carl Sagan that explores the history, philosophy, and wonder of scientific discovery.
  • B. The Structure of Scientific Revolutions
    The Structure of Scientific Revolutions is a landmark 1962 book by philosopher Thomas S. Kuhn that introduced the concept of paradigm shifts to explain how scientific fields undergo periodic, transformative changes rather than progressing through a steady accumulation of knowledge.
  • C. Perfectly Reasonable Deviations from the Beaten Track: The Letters of Richard P. Feynman
    Perfectly Reasonable Deviations from the Beaten Track: The Letters of Richard P. Feynman is a curated collection of personal and professional correspondence by physicist Richard Feynman, edited by his daughter Michelle Feynman, offering insight into his character, ideas, and life.
  • D. Berserker hypothesis
    The Berserker hypothesis is a proposed solution to the Fermi paradox suggesting that self-replicating killer probes or hostile civilizations systematically destroy emerging intelligent life in the galaxy, explaining our apparent cosmic silence.
  • E. The Demon-Haunted World
    The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b475e91c8190b68b05a8112d35dd completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b52d7d208190b03eac35baed1294 completed March 1, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3b5c1360c819093622754b6f1d2d8 completed March 1, 2026, 3:42 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.