Triple
T8503727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lawrence M. Krauss |
E201283
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Atom: An Odyssey from the Big Bang to Life on Earth and Beyond
"Atom: An Odyssey from the Big Bang to Life on Earth and Beyond" is a popular science book that traces the history and behavior of a single oxygen atom from the birth of the universe through the formation of Earth and the emergence of life, illustrating key concepts in cosmology, physics, and chemistry.
|
E739191
|
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: Atom: An Odyssey from the Big Bang to Life on Earth and Beyond | Statement: [Lawrence M. Krauss, hasWritten, Atom: An Odyssey from the Big Bang to Life on Earth and Beyond]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atom: An Odyssey from the Big Bang to Life on Earth and Beyond Context triple: [Lawrence M. Krauss, hasWritten, Atom: An Odyssey from the Big Bang to Life on Earth and Beyond]
-
A.
The Universe in a Single Atom
The Universe in a Single Atom is a book by the 14th Dalai Lama that explores the relationship and potential harmony between modern science and Buddhist philosophy.
-
B.
The Universe Story
The Universe Story is a collaborative work by cultural historian Thomas Berry and cosmologist Brian Swimme that presents a scientific and spiritual narrative of the origin and evolution of the cosmos and humanity’s place within it.
-
C.
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.
-
D.
A Most Improbable Journey: A Big History of Our Planet and Ourselves
A Most Improbable Journey: A Big History of Our Planet and Ourselves is a popular science book by geologist Walter Alvarez that traces the intertwined history of the cosmos, Earth, life, and human civilization over deep time.
-
E.
The Universe: From Flat Earth to Quasar
"The Universe: From Flat Earth to Quasar" is a popular science book that traces the historical development of humanity’s understanding of the cosmos, from ancient cosmological models to modern astrophysics.
- 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: Atom: An Odyssey from the Big Bang to Life on Earth and Beyond Triple: [Lawrence M. Krauss, hasWritten, Atom: An Odyssey from the Big Bang to Life on Earth and Beyond]
Generated description
"Atom: An Odyssey from the Big Bang to Life on Earth and Beyond" is a popular science book that traces the history and behavior of a single oxygen atom from the birth of the universe through the formation of Earth and the emergence of life, illustrating key concepts in cosmology, physics, and chemistry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atom: An Odyssey from the Big Bang to Life on Earth and Beyond Target entity description: "Atom: An Odyssey from the Big Bang to Life on Earth and Beyond" is a popular science book that traces the history and behavior of a single oxygen atom from the birth of the universe through the formation of Earth and the emergence of life, illustrating key concepts in cosmology, physics, and chemistry.
-
A.
The Universe in a Single Atom
The Universe in a Single Atom is a book by the 14th Dalai Lama that explores the relationship and potential harmony between modern science and Buddhist philosophy.
-
B.
The Universe Story
The Universe Story is a collaborative work by cultural historian Thomas Berry and cosmologist Brian Swimme that presents a scientific and spiritual narrative of the origin and evolution of the cosmos and humanity’s place within it.
-
C.
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.
-
D.
A Most Improbable Journey: A Big History of Our Planet and Ourselves
A Most Improbable Journey: A Big History of Our Planet and Ourselves is a popular science book by geologist Walter Alvarez that traces the intertwined history of the cosmos, Earth, life, and human civilization over deep time.
-
E.
The Universe: From Flat Earth to Quasar
"The Universe: From Flat Earth to Quasar" is a popular science book that traces the historical development of humanity’s understanding of the cosmos, from ancient cosmological models to modern astrophysics.
- 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.