Triple

T7150711

Position	Surface form	Disambiguated ID	Type / Status
Subject	James Jeans	`E166682`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Problems of Cosmogony and Stellar Dynamics Problems of Cosmogony and Stellar Dynamics is a scientific work by Sir James Jeans that explores the origins and evolution of the universe and the dynamical behavior of stars.	`E645135`	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: Problems of Cosmogony and Stellar Dynamics | Statement: [James Jeans, notableWork, Problems of Cosmogony and Stellar Dynamics]

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

Target entity: Problems of Cosmogony and Stellar Dynamics
Context triple: [James Jeans, notableWork, Problems of Cosmogony and Stellar Dynamics]

A. Principles of Stellar Dynamics
Principles of Stellar Dynamics is a foundational astrophysics monograph by Subrahmanyan Chandrasekhar that rigorously develops the theoretical framework for understanding the gravitational dynamics and evolution of stellar systems such as star clusters and galaxies.
B. Structure and Evolution of the Stars
Structure and Evolution of the Stars is a classic astrophysics textbook by Martin Schwarzschild that systematically develops the theory of stellar interiors and their life cycles.
C. The Internal Constitution of the Stars
The Internal Constitution of the Stars is Arthur Eddington’s landmark 1926 astrophysics treatise that laid the foundations for the modern theory of stellar structure and evolution.
D. The Motion of Stars
The Motion of Stars is a 1910 silent short film directed by D.W. Griffith that explores astronomical themes through early cinematic techniques.
E. An Introduction to the Study of Stellar Structure
An Introduction to the Study of Stellar Structure is a foundational astrophysics monograph by Subrahmanyan Chandrasekhar that rigorously develops the theory of the internal structure and evolution of stars.
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: Problems of Cosmogony and Stellar Dynamics
Triple: [James Jeans, notableWork, Problems of Cosmogony and Stellar Dynamics]

Generated description

Problems of Cosmogony and Stellar Dynamics is a scientific work by Sir James Jeans that explores the origins and evolution of the universe and the dynamical behavior of stars.

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

Target entity: Problems of Cosmogony and Stellar Dynamics
Target entity description: Problems of Cosmogony and Stellar Dynamics is a scientific work by Sir James Jeans that explores the origins and evolution of the universe and the dynamical behavior of stars.

A. Principles of Stellar Dynamics
Principles of Stellar Dynamics is a foundational astrophysics monograph by Subrahmanyan Chandrasekhar that rigorously develops the theoretical framework for understanding the gravitational dynamics and evolution of stellar systems such as star clusters and galaxies.
B. Structure and Evolution of the Stars
Structure and Evolution of the Stars is a classic astrophysics textbook by Martin Schwarzschild that systematically develops the theory of stellar interiors and their life cycles.
C. The Internal Constitution of the Stars
The Internal Constitution of the Stars is Arthur Eddington’s landmark 1926 astrophysics treatise that laid the foundations for the modern theory of stellar structure and evolution.
D. The Motion of Stars
The Motion of Stars is a 1910 silent short film directed by D.W. Griffith that explores astronomical themes through early cinematic techniques.
E. An Introduction to the Study of Stellar Structure
An Introduction to the Study of Stellar Structure is a foundational astrophysics monograph by Subrahmanyan Chandrasekhar that rigorously develops the theory of the internal structure and evolution of stars.
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_69c68886779c8190a8e3fbabffe68253`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e7f28b188190b1732ca711666531`	completed	March 27, 2026, 8:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7ada940e08190b16e97e363801e75`	completed	March 28, 2026, 10:30 a.m.
NEDg	Description generation	`batch_69c7ae5767408190860c1c7bc3a769fa`	completed	March 28, 2026, 10:32 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7aeb68c3481909c6dff8ee51349ab`	completed	March 28, 2026, 10:34 a.m.

Created at: March 27, 2026, 2:46 p.m.