Triple

T365318
Position Surface form Disambiguated ID Type / Status
Subject An Introduction to the Study of Stellar Structure E7946 entity
Predicate relatedWork P37 FINISHED
Object An Introduction to the Study of Stellar Structure and Evolution (later textbooks influenced by it) E7946 NE FINISHED

How this triple was built (2 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: An Introduction to the Study of Stellar Structure and Evolution (later textbooks influenced by it) | Statement: [An Introduction to the Study of Stellar Structure, relatedWork, An Introduction to the Study of Stellar Structure and Evolution (later textbooks influenced by it)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: An Introduction to the Study of Stellar Structure and Evolution (later textbooks influenced by it)
Context triple: [An Introduction to the Study of Stellar Structure, relatedWork, An Introduction to the Study of Stellar Structure and Evolution (later textbooks influenced by it)]
  • A. An Introduction to the Study of Stellar Structure chosen
    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.
  • B. 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.
  • C. The Lives of the Stars
    "The Lives of the Stars" is an episode of the science documentary series *Cosmos: A Personal Voyage* that explores the birth, evolution, and death of stars and their role in shaping the universe.
  • D. Astronomy and General Physics Considered with Reference to Natural Theology
    "Astronomy and General Physics Considered with Reference to Natural Theology" is a 19th-century work by William Whewell that explores how discoveries in astronomy and physics support and illuminate arguments for the existence and attributes of God.
  • E. Chandrasekhar limit
    The Chandrasekhar limit is the maximum mass a white dwarf star can have before collapsing under its own gravity, playing a crucial role in determining its ultimate fate as a neutron star or black hole.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe6c1b4819083335e880c205ed6 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e8668b848190b68d19819ac134df completed March 1, 2026, 7:19 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.