Triple

T2939772
Position Surface form Disambiguated ID Type / Status
Subject Anne H. Ehrlich E79356 entity
Predicate notableWork P4 FINISHED
Object Betrayal of Science and Reason
Betrayal of Science and Reason is a non-fiction book co-authored by Anne H. Ehrlich and Paul R. Ehrlich that critiques pseudoscience and anti-environmental propaganda while defending the role of sound science in public policy.
E311240 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: Betrayal of Science and Reason | Statement: [Anne H. Ehrlich, notableWork, Betrayal of Science and Reason]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Betrayal of Science and Reason
Context triple: [Anne H. Ehrlich, notableWork, Betrayal of Science and Reason]
  • A. The Assault on Reason
    The Assault on Reason is a political book by former U.S. Vice President Al Gore that critiques the erosion of rational public discourse in American democracy, particularly in the media and politics.
  • B. Fads and Fallacies in the Name of Science
    Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
  • C. In the Name of Science
    In the Name of Science is the original title of Martin Gardner’s influential 1950 book critically examining pseudoscience and popular scientific misconceptions.
  • D. The Scientist as Rebel (book)
    The Scientist as Rebel is a collection of essays by physicist and mathematician Freeman Dyson that explores science, religion, ethics, and the role of dissent in scientific progress.
  • E. Death of a Discipline
    "Death of a Discipline" is a seminal critical theory book by Gayatri Chakravorty Spivak that rethinks the future of comparative literature in an era of globalization and area studies.
  • 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: Betrayal of Science and Reason
Triple: [Anne H. Ehrlich, notableWork, Betrayal of Science and Reason]
Generated description
Betrayal of Science and Reason is a non-fiction book co-authored by Anne H. Ehrlich and Paul R. Ehrlich that critiques pseudoscience and anti-environmental propaganda while defending the role of sound science in public policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Betrayal of Science and Reason
Target entity description: Betrayal of Science and Reason is a non-fiction book co-authored by Anne H. Ehrlich and Paul R. Ehrlich that critiques pseudoscience and anti-environmental propaganda while defending the role of sound science in public policy.
  • A. The Assault on Reason
    The Assault on Reason is a political book by former U.S. Vice President Al Gore that critiques the erosion of rational public discourse in American democracy, particularly in the media and politics.
  • B. Fads and Fallacies in the Name of Science
    Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
  • C. In the Name of Science
    In the Name of Science is the original title of Martin Gardner’s influential 1950 book critically examining pseudoscience and popular scientific misconceptions.
  • D. The Scientist as Rebel (book)
    The Scientist as Rebel is a collection of essays by physicist and mathematician Freeman Dyson that explores science, religion, ethics, and the role of dissent in scientific progress.
  • E. Death of a Discipline
    "Death of a Discipline" is a seminal critical theory book by Gayatri Chakravorty Spivak that rethinks the future of comparative literature in an era of globalization and area studies.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad986d9a248190927efc1a0c7d247f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08686b0388190a214ad8a615f2da5 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d312b82c81908abbb005560b89a0 completed March 11, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0d392b8cc8190804a1bf06785d7d0 completed March 11, 2026, 2:29 a.m.
Created at: March 8, 2026, 2:56 p.m.