Triple
T7978190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John D. Barrow |
E185498
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Constants of Nature
The Constants of Nature is a popular science book by cosmologist John D. Barrow that explores the fundamental physical constants of the universe and their significance for physics and cosmology.
|
E703233
|
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: The Constants of Nature | Statement: [John D. Barrow, notableWork, The Constants of Nature]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Constants of Nature Context triple: [John D. Barrow, notableWork, The Constants of Nature]
-
A.
The Laws of Nature
*The Laws of Nature* is a popular science book by physicist Rudolf Peierls that explores how fundamental physical principles govern the behavior of the universe.
-
B.
The Measure of Reality
The Measure of Reality is a historical study by Alfred W. Crosby that explores how quantification and measurement transformed Western thought and culture from the Middle Ages onward.
-
C.
The Elegant Universe
The Elegant Universe is a popular science book by physicist Brian Greene that introduces string theory and explores its implications for unifying the fundamental forces of nature.
-
D.
Inward Bound: Of Matter and Forces in the Physical World
Inward Bound: Of Matter and Forces in the Physical World is a comprehensive historical and conceptual survey of 20th-century physics, tracing the development of modern particle physics and our understanding of matter and fundamental forces.
-
E.
The Road to Reality
The Road to Reality is a comprehensive book by mathematical physicist Roger Penrose that explores the fundamental laws and concepts underlying modern physics and cosmology.
- 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: The Constants of Nature Triple: [John D. Barrow, notableWork, The Constants of Nature]
Generated description
The Constants of Nature is a popular science book by cosmologist John D. Barrow that explores the fundamental physical constants of the universe and their significance for physics and cosmology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Constants of Nature Target entity description: The Constants of Nature is a popular science book by cosmologist John D. Barrow that explores the fundamental physical constants of the universe and their significance for physics and cosmology.
-
A.
The Laws of Nature
*The Laws of Nature* is a popular science book by physicist Rudolf Peierls that explores how fundamental physical principles govern the behavior of the universe.
-
B.
The Measure of Reality
The Measure of Reality is a historical study by Alfred W. Crosby that explores how quantification and measurement transformed Western thought and culture from the Middle Ages onward.
-
C.
The Elegant Universe
The Elegant Universe is a popular science book by physicist Brian Greene that introduces string theory and explores its implications for unifying the fundamental forces of nature.
-
D.
Inward Bound: Of Matter and Forces in the Physical World
Inward Bound: Of Matter and Forces in the Physical World is a comprehensive historical and conceptual survey of 20th-century physics, tracing the development of modern particle physics and our understanding of matter and fundamental forces.
-
E.
The Road to Reality
The Road to Reality is a comprehensive book by mathematical physicist Roger Penrose that explores the fundamental laws and concepts underlying modern physics and cosmology.
- 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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bf84b1081908e60a556d984aad6 |
completed | March 31, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0d3c724819087df03cea2ed998f |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cbe43d29f8819080f7d729c4f28c75 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc32e2e1c48190b86218bff9af99f5 |
completed | March 31, 2026, 8:47 p.m. |
Created at: March 30, 2026, 5:14 p.m.