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.