Triple

T1225565

Position	Surface form	Disambiguated ID	Type / Status
Subject	Steven Weinberg	`E26318`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E142818`	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: Dreams of a Final Theory | Statement: [Steven Weinberg, notableWork, Dreams of a Final Theory]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Dreams of a Final Theory
Context triple: [Steven Weinberg, notableWork, Dreams of a Final Theory]

A. 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.
B. 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.
C. 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.
D. A Brief History of Time
A Brief History of Time is a popular science book by physicist Stephen Hawking that explains complex concepts in cosmology—such as the Big Bang, black holes, and the nature of time—in an accessible way for general readers.
E. The Restless Universe
The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
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: Dreams of a Final Theory
Triple: [Steven Weinberg, notableWork, Dreams of a Final Theory]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Dreams of a Final Theory
Target entity description: 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.

A. 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.
B. 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.
C. 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.
D. A Brief History of Time
A Brief History of Time is a popular science book by physicist Stephen Hawking that explains complex concepts in cosmology—such as the Big Bang, black holes, and the nature of time—in an accessible way for general readers.
E. The Restless Universe
The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
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_69a49484688c8190a1bf285eb396a8b6`	completed	March 1, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69a4be39908481908cca21aaf0828415`	completed	March 1, 2026, 10:31 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac8f71aaa481909736d21705744341`	completed	March 7, 2026, 8:49 p.m.
NEDg	Description generation	`batch_69ac90311f408190b6e86b5287fb4468`	completed	March 7, 2026, 8:53 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac911b6ab8819088773c2ca4e9fade`	completed	March 7, 2026, 8:56 p.m.

Created at: March 1, 2026, 7:47 p.m.