Triple

T1855387
Position Surface form Disambiguated ID Type / Status
Subject Lucy Hawking E41689 entity
Predicate notableWork P4 FINISHED
Object George and the Big Bang
"George and the Big Bang" is a children's science adventure novel co-authored by Lucy Hawking and Stephen Hawking that introduces young readers to cosmology and physics through an engaging story.
 E207539 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: George and the Big Bang | Statement: [Lucy Hawking, notableWork, George and the Big Bang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George and the Big Bang
Context triple: [Lucy Hawking, notableWork, George and the Big Bang]
  • A. The First Three Minutes
    The First Three Minutes is a popular science book by physicist Steven Weinberg that explains the origin and early evolution of the universe in the moments immediately following the Big Bang.
  • B. Our Time in the Universe
    "Our Time in the Universe" is a track by the progressive rock/metal project Higher Truth, likely featuring expansive, atmospheric instrumentation and reflective, philosophical themes.
  • C. 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.
  • D. 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.
  • E. Die Welträthsel
    Die Welträthsel is a late-19th-century philosophical and scientific work by Ernst Haeckel that attempts to explain the fundamental "riddles of the universe" through a monistic, evolutionary worldview.
  • 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: George and the Big Bang
Triple: [Lucy Hawking, notableWork, George and the Big Bang]
Generated description
"George and the Big Bang" is a children's science adventure novel co-authored by Lucy Hawking and Stephen Hawking that introduces young readers to cosmology and physics through an engaging story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George and the Big Bang
Target entity description: "George and the Big Bang" is a children's science adventure novel co-authored by Lucy Hawking and Stephen Hawking that introduces young readers to cosmology and physics through an engaging story.
  • A. The First Three Minutes
    The First Three Minutes is a popular science book by physicist Steven Weinberg that explains the origin and early evolution of the universe in the moments immediately following the Big Bang.
  • B. Our Time in the Universe
    "Our Time in the Universe" is a track by the progressive rock/metal project Higher Truth, likely featuring expansive, atmospheric instrumentation and reflective, philosophical themes.
  • C. 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.
  • D. 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.
  • E. Die Welträthsel
    Die Welträthsel is a late-19th-century philosophical and scientific work by Ernst Haeckel that attempts to explain the fundamental "riddles of the universe" through a monistic, evolutionary worldview.
  • 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_69a8864a83848190a4ec02721306c511 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb07d48c48190bcd34d6093ff5e78 completed March 7, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1c89bdc8190acf517a7731fa5c7 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add25c9c208190a576cf1123c0a2e6 completed March 8, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69add32803a48190b8ff08c605790f22 completed March 8, 2026, 7:51 p.m.
Created at: March 4, 2026, 7:33 p.m.