Triple

T6031341
Position Surface form Disambiguated ID Type / Status
Subject Harvard spectral classification E134309 entity
Predicate refinedFrom P44015 FINISHED
Object Draper system of stellar classification E134309 NE FINISHED

How this triple was built (3 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: Draper system of stellar classification | Statement: [Harvard spectral classification, refinedFrom, Draper system of stellar classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Draper system of stellar classification
Context triple: [Harvard spectral classification, refinedFrom, Draper system of stellar classification]
  • A. Harvard spectral classification of stars chosen
    The Harvard spectral classification of stars is an early 20th-century system that categorizes stars by their spectral characteristics and surface temperatures into types O, B, A, F, G, K, and M, forming the basis of modern stellar classification.
  • B. On the Relations between the Spectra and Other Characteristics of the Stars
    "On the Relations between the Spectra and Other Characteristics of the Stars" is a landmark 1914 paper by Henry Norris Russell that helped establish the relationship between stellar spectral type, luminosity, and other properties, laying groundwork for the Hertzsprung–Russell diagram and modern stellar astrophysics.
  • C. Hubble sequence of galaxy classification
    The Hubble sequence of galaxy classification is a morphological system that organizes galaxies into categories such as ellipticals, spirals, and irregulars based on their visual appearance.
  • D. Eddington standard model of stars
    The Eddington standard model of stars is a theoretical framework in stellar astrophysics that describes the internal structure and energy transport of stars under simplifying assumptions of radiative equilibrium and constant opacity.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: refinedFrom
Context triple: [Harvard spectral classification, refinedFrom, Draper system of stellar classification]
  • A. refinedIn
    Indicates that one entity is processed or purified within a refining facility or operation to improve its quality or extract desired components.
  • B. refinedConcept chosen
    Indicates that one concept is a more precise, detailed, or specialized version of another concept.
  • C. differentiatedFrom
    Indicates that one entity is distinguished or set apart from another by identifying differences between them.
  • D. deliveredFrom
    Indicates that something has been sent, transported, or provided from a particular source or origin to another party or location.
  • E. purifiedBy
    Indicates that something has been cleansed, refined, or made pure through the action or process performed by another agent or method.
  • F. None of above.

Provenance (4 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_69c0087515148190a97475d412563865 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056af89e881909652957f94317684 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cefa21081909defda4da9278116 completed March 23, 2026, 10:58 a.m.
PD Predicate disambiguation batch_69c049e9a68c81909da0cfe4779ce9b5 completed March 22, 2026, 7:58 p.m.
Created at: March 22, 2026, 4:08 p.m.