Triple

T2228093
Position Surface form Disambiguated ID Type / Status
Subject Kip Thorne E48699 entity
Predicate notableWork P4 FINISHED
Object Black Holes and Time Warps: Einstein’s Outrageous Legacy
Black Holes and Time Warps: Einstein’s Outrageous Legacy is a popular science book by physicist Kip Thorne that explores the history, physics, and implications of black holes, wormholes, and general relativity for our understanding of space and time.
E244852 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: Black Holes and Time Warps: Einstein’s Outrageous Legacy | Statement: [Kip Thorne, notableWork, Black Holes and Time Warps: Einstein’s Outrageous Legacy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Holes and Time Warps: Einstein’s Outrageous Legacy
Context triple: [Kip Thorne, notableWork, Black Holes and Time Warps: Einstein’s Outrageous Legacy]
  • A. Black Holes and Baby Universes and Other Essays
    Black Holes and Baby Universes and Other Essays is a 1993 collection of popular-science essays and reflections by physicist Stephen Hawking, exploring cosmology, black holes, and his personal life and ideas.
  • B. A Brief History of Time
    A Brief History of Time is a popular science book by physicist Stephen Hawking that explains complex concepts in cosmology—such as the Big Bang, black holes, and the nature of time—in an accessible way for general readers.
  • C. A Briefer History of Time
    A Briefer History of Time is a later, more accessible revision of Stephen Hawking’s landmark cosmology book that simplifies and updates its explanations of the universe for a broader audience.
  • 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 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.
  • 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: Black Holes and Time Warps: Einstein’s Outrageous Legacy
Triple: [Kip Thorne, notableWork, Black Holes and Time Warps: Einstein’s Outrageous Legacy]
Generated description
Black Holes and Time Warps: Einstein’s Outrageous Legacy is a popular science book by physicist Kip Thorne that explores the history, physics, and implications of black holes, wormholes, and general relativity for our understanding of space and time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Holes and Time Warps: Einstein’s Outrageous Legacy
Target entity description: Black Holes and Time Warps: Einstein’s Outrageous Legacy is a popular science book by physicist Kip Thorne that explores the history, physics, and implications of black holes, wormholes, and general relativity for our understanding of space and time.
  • A. Black Holes and Baby Universes and Other Essays
    Black Holes and Baby Universes and Other Essays is a 1993 collection of popular-science essays and reflections by physicist Stephen Hawking, exploring cosmology, black holes, and his personal life and ideas.
  • B. A Brief History of Time
    A Brief History of Time is a popular science book by physicist Stephen Hawking that explains complex concepts in cosmology—such as the Big Bang, black holes, and the nature of time—in an accessible way for general readers.
  • C. A Briefer History of Time
    A Briefer History of Time is a later, more accessible revision of Stephen Hawking’s landmark cosmology book that simplifies and updates its explanations of the universe for a broader audience.
  • 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 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.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0670ce48190b98814064bff0517 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6567b64c8190ab718f20bbf033df completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d8ba688190a2102c00fc6231c4 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:47 p.m.