Triple

T3535402
Position Surface form Disambiguated ID Type / Status
Subject George Dyson E74758 entity
Predicate notableWork P4 FINISHED
Object Darwin Among the Machines
"Darwin Among the Machines" is a non-fiction book by George Dyson that explores the historical development and philosophical implications of artificial intelligence and digital evolution.
E367697 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: Darwin Among the Machines | Statement: [George Dyson, notableWork, Darwin Among the Machines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darwin Among the Machines
Context triple: [George Dyson, notableWork, Darwin Among the Machines]
  • A. Engines of Logic
    Engines of Logic is a book by mathematician and computer scientist Martin Davis that explores the historical development of mathematical logic and its foundational role in the creation of modern computers.
  • B. How to Create a Mind
    "How to Create a Mind" is a nonfiction book by futurist Ray Kurzweil that explores the workings of human intelligence and proposes designs for advanced artificial intelligence based on the brain’s principles.
  • C. Darwin’s sandwalk
    Darwin’s sandwalk is a tree-lined gravel path near Charles Darwin’s home at Down House in Kent, where he regularly walked while thinking and developing his scientific ideas.
  • D. Society of Mind
    Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
  • E. The Emotion Machine
    The Emotion Machine is a 2006 book by artificial intelligence pioneer Marvin Minsky that explores how human thinking and emotions can be understood as computational processes of the mind.
  • 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: Darwin Among the Machines
Triple: [George Dyson, notableWork, Darwin Among the Machines]
Generated description
"Darwin Among the Machines" is a non-fiction book by George Dyson that explores the historical development and philosophical implications of artificial intelligence and digital evolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darwin Among the Machines
Target entity description: "Darwin Among the Machines" is a non-fiction book by George Dyson that explores the historical development and philosophical implications of artificial intelligence and digital evolution.
  • A. Engines of Logic
    Engines of Logic is a book by mathematician and computer scientist Martin Davis that explores the historical development of mathematical logic and its foundational role in the creation of modern computers.
  • B. How to Create a Mind
    "How to Create a Mind" is a nonfiction book by futurist Ray Kurzweil that explores the workings of human intelligence and proposes designs for advanced artificial intelligence based on the brain’s principles.
  • C. Darwin’s sandwalk
    Darwin’s sandwalk is a tree-lined gravel path near Charles Darwin’s home at Down House in Kent, where he regularly walked while thinking and developing his scientific ideas.
  • D. Society of Mind
    Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
  • E. The Emotion Machine
    The Emotion Machine is a 2006 book by artificial intelligence pioneer Marvin Minsky that explores how human thinking and emotions can be understood as computational processes of the mind.
  • 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbcc4c1d081908938efb71938e1a3 completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bcf7ffc81909242cf67f5aa7b3d completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38d8287408190933884c2b7bff312 completed March 13, 2026, 4:07 a.m.
NED2 Entity disambiguation (via description) batch_69b38ddfce348190b5a7d9abdb7a6826 completed March 13, 2026, 4:09 a.m.
Created at: March 8, 2026, 3:19 p.m.