Triple

T5364584
Position Surface form Disambiguated ID Type / Status
Subject H. G. Wells bibliography E103098 entity
Predicate includesWork P2011 FINISHED
Object Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought
"Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought" is a 1901 futurist work by H. G. Wells in which he predicts how advancing technology and science will reshape society, politics, and everyday life.
E513415 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: Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought | Statement: [H. G. Wells bibliography, includesWork, Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought
Context triple: [H. G. Wells bibliography, includesWork, Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought]
  • A. A Hundred Years Hence
    "A Hundred Years Hence" is a song featured within the collection known as Harrow Songs.
  • B. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • C. Daedalus; or, Science and the Future
    "Daedalus; or, Science and the Future" is a 1924 speculative science essay by J. B. S. Haldane that explores the social and ethical implications of emerging technologies such as genetic engineering and reproductive control.
  • D. The New Science
    The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
  • E. Principles of the Philosophy of the Future
    Principles of the Philosophy of the Future is a mid-19th-century philosophical work by Ludwig Feuerbach that critiques Hegelian idealism and advances a human-centered, materialist approach to philosophy.
  • 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: Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought
Triple: [H. G. Wells bibliography, includesWork, Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought]
Generated description
"Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought" is a 1901 futurist work by H. G. Wells in which he predicts how advancing technology and science will reshape society, politics, and everyday life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought
Target entity description: "Anticipations of the Reaction of Mechanical and Scientific Progress upon Human Life and Thought" is a 1901 futurist work by H. G. Wells in which he predicts how advancing technology and science will reshape society, politics, and everyday life.
  • A. A Hundred Years Hence
    "A Hundred Years Hence" is a song featured within the collection known as Harrow Songs.
  • B. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • C. Daedalus; or, Science and the Future
    "Daedalus; or, Science and the Future" is a 1924 speculative science essay by J. B. S. Haldane that explores the social and ethical implications of emerging technologies such as genetic engineering and reproductive control.
  • D. The New Science
    The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
  • E. Principles of the Philosophy of the Future
    Principles of the Philosophy of the Future is a mid-19th-century philosophical work by Ludwig Feuerbach that critiques Hegelian idealism and advances a human-centered, materialist approach to philosophy.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865d42508190a1a96121674c1020 completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21f5b4f48190b23b63c9dd9d90d9 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf227781bc819083b8aba59618cc46 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf231d41848190b67de46bdbb38ab3 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:02 p.m.