Triple

T8503724
Position Surface form Disambiguated ID Type / Status
Subject Lawrence M. Krauss E201283 entity
Predicate hasWritten P2831 FINISHED
Object A Universe from Nothing
A Universe from Nothing is a popular science book by theoretical physicist Lawrence M. Krauss that explores how modern cosmology and quantum physics explain the origin of the universe without invoking a creator.
 E739188 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: A Universe from Nothing | Statement: [Lawrence M. Krauss, hasWritten, A Universe from Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Universe from Nothing
Context triple: [Lawrence M. Krauss, hasWritten, A Universe from Nothing]
  • A. The Universe in a Nutshell
    The Universe in a Nutshell is a popular science book by physicist Stephen Hawking that explains advanced concepts in cosmology and theoretical physics for a general audience.
  • B. The Grand Design
    The Grand Design is a popular-science book co-authored by Stephen Hawking and Leonard Mlodinow that explores modern cosmology, quantum theory, and the origins of the universe while arguing that physics can explain creation without invoking a deity.
  • C. The Elegant Universe
    The Elegant Universe is a popular science book by physicist Brian Greene that introduces string theory and explores its implications for unifying the fundamental forces of nature.
  • D. Dreams of a Final Theory
    Dreams of a Final Theory is a popular science book by physicist Steven Weinberg that explores the quest for a unified "theory of everything" in fundamental physics and reflects on the nature and philosophy of scientific explanation.
  • E. The Fabric of the Cosmos
    The Fabric of the Cosmos is a popular science book by physicist Brian Greene that explores the nature of space, time, and the structure of the universe for a general audience.
  • 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: A Universe from Nothing
Triple: [Lawrence M. Krauss, hasWritten, A Universe from Nothing]
Generated description
A Universe from Nothing is a popular science book by theoretical physicist Lawrence M. Krauss that explores how modern cosmology and quantum physics explain the origin of the universe without invoking a creator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Universe from Nothing
Target entity description: A Universe from Nothing is a popular science book by theoretical physicist Lawrence M. Krauss that explores how modern cosmology and quantum physics explain the origin of the universe without invoking a creator.
  • A. The Universe in a Nutshell
    The Universe in a Nutshell is a popular science book by physicist Stephen Hawking that explains advanced concepts in cosmology and theoretical physics for a general audience.
  • B. The Grand Design
    The Grand Design is a popular-science book co-authored by Stephen Hawking and Leonard Mlodinow that explores modern cosmology, quantum theory, and the origins of the universe while arguing that physics can explain creation without invoking a deity.
  • C. The Elegant Universe
    The Elegant Universe is a popular science book by physicist Brian Greene that introduces string theory and explores its implications for unifying the fundamental forces of nature.
  • D. Dreams of a Final Theory
    Dreams of a Final Theory is a popular science book by physicist Steven Weinberg that explores the quest for a unified "theory of everything" in fundamental physics and reflects on the nature and philosophy of scientific explanation.
  • E. The Fabric of the Cosmos
    The Fabric of the Cosmos is a popular science book by physicist Brian Greene that explores the nature of space, time, and the structure of the universe for a general audience.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe59d67d081908155a43b9b463fe3 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e26a3108190a48b00c2927be971 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff88ff48190a5641635187a9e4f completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50fd3150819097562093bee78a6d completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:14 p.m.