Triple

T2946880

Position	Surface form	Disambiguated ID	Type / Status
Subject	Leon Lederman	`E79522`	entity
Predicate	authorOf	`P4244`	FINISHED
Object	From Quarks to the Cosmos From Quarks to the Cosmos is a popular science book that explores fundamental particles and forces to explain how modern physics understands the origin and structure of the universe.	`E313065`	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: From Quarks to the Cosmos | Statement: [Leon Lederman, authorOf, From Quarks to the Cosmos]

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

Target entity: From Quarks to the Cosmos
Context triple: [Leon Lederman, authorOf, From Quarks to the Cosmos]

A. 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.
B. 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.
C. The Origin and Fate of the Universe
The Origin and Fate of the Universe is a chapter in Stephen Hawking’s popular science book A Brief History of Time that explores cosmological models for how the universe began, evolves, and might ultimately end.
D. 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.
E. 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.
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: From Quarks to the Cosmos
Triple: [Leon Lederman, authorOf, From Quarks to the Cosmos]

Generated description

From Quarks to the Cosmos is a popular science book that explores fundamental particles and forces to explain how modern physics understands the origin and structure of the universe.

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

Target entity: From Quarks to the Cosmos
Target entity description: From Quarks to the Cosmos is a popular science book that explores fundamental particles and forces to explain how modern physics understands the origin and structure of the universe.

A. 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.
B. 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.
C. The Origin and Fate of the Universe
The Origin and Fate of the Universe is a chapter in Stephen Hawking’s popular science book A Brief History of Time that explores cosmological models for how the universe began, evolves, and might ultimately end.
D. 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.
E. 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.
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_69ad8b1089588190b74d9e2505e45762`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad98b3f86c819094526c2af611bfb5`	completed	March 8, 2026, 3:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b08695bea08190abce552493abda57`	completed	March 10, 2026, 9:01 p.m.
NEDg	Description generation	`batch_69b0d4d08d688190888459d7d4fbd8d4`	completed	March 11, 2026, 2:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69b0d5567e488190b5eee8a494433ae4`	completed	March 11, 2026, 2:37 a.m.

Created at: March 8, 2026, 2:56 p.m.