Triple

T17741532
Position Surface form Disambiguated ID Type / Status
Subject Christine Peterson E442869 entity
Predicate notableWork P4 FINISHED
Object Unbounding the Future: The Nanotechnology Revolution
Unbounding the Future: The Nanotechnology Revolution is a popular science book that explores the possibilities, implications, and societal impact of advanced molecular nanotechnology.
E1285347 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: Unbounding the Future: The Nanotechnology Revolution | Statement: [Christine Peterson, notableWork, Unbounding the Future: The Nanotechnology Revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unbounding the Future: The Nanotechnology Revolution
Context triple: [Christine Peterson, notableWork, Unbounding the Future: The Nanotechnology Revolution]
  • A. No Small Matter: Science on the Nanoscale
    "No Small Matter: Science on the Nanoscale" is an illustrated popular science book that explores the principles and phenomena of nanoscience through striking imagery and accessible explanations.
  • B. Plenty of Room at the Bottom
    "Plenty of Room at the Bottom" is a famous 1959 lecture by physicist Richard Feynman that is widely regarded as a foundational vision for the field of nanotechnology.
  • C. Inventing the Future
    "Inventing the Future" is a book by physicist Dennis Gabor that explores technological innovation and its potential impact on society’s future.
  • D. Our Posthuman Future: Consequences of the Biotechnology Revolution
    Our Posthuman Future: Consequences of the Biotechnology Revolution is a book by political scientist Francis Fukuyama that examines the political, ethical, and social implications of emerging biotechnologies for human nature and liberal democracy.
  • E. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • 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: Unbounding the Future: The Nanotechnology Revolution
Triple: [Christine Peterson, notableWork, Unbounding the Future: The Nanotechnology Revolution]
Generated description
Unbounding the Future: The Nanotechnology Revolution is a popular science book that explores the possibilities, implications, and societal impact of advanced molecular nanotechnology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unbounding the Future: The Nanotechnology Revolution
Target entity description: Unbounding the Future: The Nanotechnology Revolution is a popular science book that explores the possibilities, implications, and societal impact of advanced molecular nanotechnology.
  • A. No Small Matter: Science on the Nanoscale
    "No Small Matter: Science on the Nanoscale" is an illustrated popular science book that explores the principles and phenomena of nanoscience through striking imagery and accessible explanations.
  • B. Plenty of Room at the Bottom
    "Plenty of Room at the Bottom" is a famous 1959 lecture by physicist Richard Feynman that is widely regarded as a foundational vision for the field of nanotechnology.
  • C. Inventing the Future
    "Inventing the Future" is a book by physicist Dennis Gabor that explores technological innovation and its potential impact on society’s future.
  • D. Our Posthuman Future: Consequences of the Biotechnology Revolution
    Our Posthuman Future: Consequences of the Biotechnology Revolution is a book by political scientist Francis Fukuyama that examines the political, ethical, and social implications of emerging biotechnologies for human nature and liberal democracy.
  • E. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47acd780c8190b1308ef0aca00f5c completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242fd4a008190b199a7a557ee24a4 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02451d83548190a7bb509f28a0d953 completed May 11, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_6a024574a9248190bc59aec3471cc999 completed May 11, 2026, 9:09 p.m.
Created at: April 10, 2026, 10:09 a.m.