Triple

T4282136
Position Surface form Disambiguated ID Type / Status
Subject John H. Brockman E97175 entity
Predicate notableWork P4 FINISHED
Object This Explains Everything (as editor)
This Explains Everything is a popular science anthology edited by John H. Brockman that collects short essays from leading thinkers offering their favorite deep, elegant, or beautiful explanations about how the world works.
 E426311 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: This Explains Everything (as editor) | Statement: [John H. Brockman, notableWork, This Explains Everything (as editor)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: This Explains Everything (as editor)
Context triple: [John H. Brockman, notableWork, This Explains Everything (as editor)]
  • A. The History of Everything
    "The History of Everything" is the fast-paced, science-themed theme song for the sitcom *The Big Bang Theory*, performed by the Canadian rock band Barenaked Ladies.
  • B. The Search for Everything
    The Search for Everything is a 2017 studio album by American singer-songwriter and guitarist John Mayer that blends pop, rock, and blues influences with introspective, emotionally driven songwriting.
  • C. The Science of Things
    The Science of Things is a 1999 alternative rock album by Gavin Rossdale’s band Bush, known for blending post-grunge guitar work with electronic influences.
  • D. The Intelligent Man's Guide to Science
    The Intelligent Man's Guide to Science is a comprehensive popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific thought for general readers.
  • E. Reconsider Everything
    "Reconsider Everything" is a song by the progressive rock band Evolver.
  • 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: This Explains Everything (as editor)
Triple: [John H. Brockman, notableWork, This Explains Everything (as editor)]
Generated description
This Explains Everything is a popular science anthology edited by John H. Brockman that collects short essays from leading thinkers offering their favorite deep, elegant, or beautiful explanations about how the world works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: This Explains Everything (as editor)
Target entity description: This Explains Everything is a popular science anthology edited by John H. Brockman that collects short essays from leading thinkers offering their favorite deep, elegant, or beautiful explanations about how the world works.
  • A. The History of Everything
    "The History of Everything" is the fast-paced, science-themed theme song for the sitcom *The Big Bang Theory*, performed by the Canadian rock band Barenaked Ladies.
  • B. The Search for Everything
    The Search for Everything is a 2017 studio album by American singer-songwriter and guitarist John Mayer that blends pop, rock, and blues influences with introspective, emotionally driven songwriting.
  • C. The Science of Things
    The Science of Things is a 1999 alternative rock album by Gavin Rossdale’s band Bush, known for blending post-grunge guitar work with electronic influences.
  • D. The Intelligent Man's Guide to Science
    The Intelligent Man's Guide to Science is a comprehensive popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific thought for general readers.
  • E. Reconsider Everything
    "Reconsider Everything" is a song by the progressive rock band Evolver.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3503938f481909505e0a322dd2b6c completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7bec1a88190bd36ed6d48e1c94e completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b870a66c8190a59bfc0e99234596 completed March 14, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69b5b908fad88190846278c782a10cdb completed March 14, 2026, 7:37 p.m.
Created at: March 12, 2026, 11:07 p.m.