Triple
T7050365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Greene |
E163748
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
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.
|
E639435
|
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 Elegant Universe | Statement: [Brian Greene, knownFor, The Elegant Universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Elegant Universe Context triple: [Brian Greene, knownFor, The Elegant Universe]
-
A.
Dreams of a Final Theory
Dreams of a Final Theory is a popular science book by physicist Steven Weinberg that explores the quest for a unified "theory of everything" in fundamental physics and reflects on the nature and philosophy of scientific explanation.
-
B.
The Universe in a Nutshell
The Universe in a Nutshell is a popular science book by physicist Stephen Hawking that explains advanced concepts in cosmology and theoretical physics for a general audience.
-
C.
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.
-
D.
Fashion, Faith, and Fantasy in the New Physics of the Universe
Fashion, Faith, and Fantasy in the New Physics of the Universe is a book by mathematical physicist Roger Penrose that critically examines prevailing ideas in modern physics—such as string theory, cosmology, and quantum mechanics—by questioning their mathematical soundness and empirical grounding.
-
E.
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.
- 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 Elegant Universe Triple: [Brian Greene, knownFor, The Elegant Universe]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Elegant Universe Target entity description: 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.
-
A.
Dreams of a Final Theory
Dreams of a Final Theory is a popular science book by physicist Steven Weinberg that explores the quest for a unified "theory of everything" in fundamental physics and reflects on the nature and philosophy of scientific explanation.
-
B.
The Universe in a Nutshell
The Universe in a Nutshell is a popular science book by physicist Stephen Hawking that explains advanced concepts in cosmology and theoretical physics for a general audience.
-
C.
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.
-
D.
Fashion, Faith, and Fantasy in the New Physics of the Universe
Fashion, Faith, and Fantasy in the New Physics of the Universe is a book by mathematical physicist Roger Penrose that critically examines prevailing ideas in modern physics—such as string theory, cosmology, and quantum mechanics—by questioning their mathematical soundness and empirical grounding.
-
E.
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.
- 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_69c6885f598c8190b6b6495c59d8d962 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e24e7e20819099dc8f7fa37c4491 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7888bba9c8190b6414b56e5588ec0 |
completed | March 28, 2026, 7:51 a.m. |
| NEDg | Description generation | batch_69c788f292a08190bf3543ecfc245d12 |
completed | March 28, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c789a6ea988190ad2db2442f0a5e8f |
completed | March 28, 2026, 7:56 a.m. |
Created at: March 27, 2026, 2:37 p.m.