Triple

T258318
Position Surface form Disambiguated ID Type / Status
Subject Neil deGrasse Tyson E5484 entity
Predicate notableWork P4 FINISHED
Object Origins: Fourteen Billion Years of Cosmic Evolution
"Origins: Fourteen Billion Years of Cosmic Evolution" is a popular science book that traces the history of the universe from the Big Bang to the emergence of life and human consciousness, co-authored by astrophysicist Neil deGrasse Tyson.
E33702 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: Origins: Fourteen Billion Years of Cosmic Evolution | Statement: [Neil deGrasse Tyson, notableWork, Origins: Fourteen Billion Years of Cosmic Evolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Origins: Fourteen Billion Years of Cosmic Evolution
Context triple: [Neil deGrasse Tyson, notableWork, Origins: Fourteen Billion Years of Cosmic Evolution]
  • A. Astrophysics for People in a Hurry
    Astrophysics for People in a Hurry is a popular science book by Neil deGrasse Tyson that offers a concise, accessible overview of key concepts in modern astrophysics and cosmology for general readers.
  • B. The Lives of the Stars
    "The Lives of the Stars" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the birth, evolution, and death of stars and their role in shaping the universe.
  • C. Cosmos: Possible Worlds
    Cosmos: Possible Worlds is a science documentary series, presented by Neil deGrasse Tyson and produced by Ann Druyan, that explores the universe, scientific discovery, and humanity’s future through visually rich storytelling.
  • D. Origins of Life (book)
    "Origins of Life" is a scientific book by physicist and mathematician Freeman Dyson that explores theoretical scenarios for how life might have first emerged from nonliving matter.
  • E. Microcosmos: Four Billion Years of Microbial Evolution
    Microcosmos: Four Billion Years of Microbial Evolution is a popular science book by Lynn Margulis that explores the central role of microbes in the evolution and functioning of life on Earth.
  • 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: Origins: Fourteen Billion Years of Cosmic Evolution
Triple: [Neil deGrasse Tyson, notableWork, Origins: Fourteen Billion Years of Cosmic Evolution]
Generated description
"Origins: Fourteen Billion Years of Cosmic Evolution" is a popular science book that traces the history of the universe from the Big Bang to the emergence of life and human consciousness, co-authored by astrophysicist Neil deGrasse Tyson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Origins: Fourteen Billion Years of Cosmic Evolution
Target entity description: "Origins: Fourteen Billion Years of Cosmic Evolution" is a popular science book that traces the history of the universe from the Big Bang to the emergence of life and human consciousness, co-authored by astrophysicist Neil deGrasse Tyson.
  • A. Astrophysics for People in a Hurry
    Astrophysics for People in a Hurry is a popular science book by Neil deGrasse Tyson that offers a concise, accessible overview of key concepts in modern astrophysics and cosmology for general readers.
  • B. The Lives of the Stars
    "The Lives of the Stars" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the birth, evolution, and death of stars and their role in shaping the universe.
  • C. Cosmos: Possible Worlds
    Cosmos: Possible Worlds is a science documentary series, presented by Neil deGrasse Tyson and produced by Ann Druyan, that explores the universe, scientific discovery, and humanity’s future through visually rich storytelling.
  • D. Origins of Life (book)
    "Origins of Life" is a scientific book by physicist and mathematician Freeman Dyson that explores theoretical scenarios for how life might have first emerged from nonliving matter.
  • E. Microcosmos: Four Billion Years of Microbial Evolution
    Microcosmos: Four Billion Years of Microbial Evolution is a popular science book by Lynn Margulis that explores the central role of microbes in the evolution and functioning of life on Earth.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d703e688190bb86c69527e306f5 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3837622cc819096df20695413b5c0 completed March 1, 2026, 12:08 a.m.
NEDg Description generation batch_69a38470215c8190b6541ab567ca5721 completed March 1, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69a384cbfbec81909a3ae67f51dadfb3 completed March 1, 2026, 12:14 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.