Triple

T11078624
Position Surface form Disambiguated ID Type / Status
Subject Hubble sequence E261929 entity
Predicate extendedBy P9926 FINISHED
Object van den Bergh luminosity classification
The van den Bergh luminosity classification is a refinement of galaxy morphology that adds luminosity-based subclasses to spiral and irregular galaxies, providing a more detailed extension of the traditional Hubble sequence.
E261929 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: van den Bergh luminosity classification | Statement: [Hubble sequence, extendedBy, van den Bergh luminosity classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: van den Bergh luminosity classification
Context triple: [Hubble sequence, extendedBy, van den Bergh luminosity classification]
  • A. Harvard spectral classification of stars
    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. Hertzsprung
    Hertzsprung is a surname most notably associated with Danish astronomer Ejnar Hertzsprung, co-creator of the Hertzsprung–Russell diagram fundamental to stellar astrophysics.
  • C. Hubble sequence
    The Hubble sequence is a morphological classification scheme that organizes galaxies into categories such as ellipticals, spirals, and irregulars based on their visual appearance.
  • D. The Stars of High Luminosity
    The Stars of High Luminosity is a seminal astrophysics monograph by Cecilia Payne-Gaposchkin that systematically analyzes and classifies very bright stars, helping to shape modern stellar astrophysics.
  • E. 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.
  • 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: van den Bergh luminosity classification
Triple: [Hubble sequence, extendedBy, van den Bergh luminosity classification]
Generated description
The van den Bergh luminosity classification is a refinement of galaxy morphology that adds luminosity-based subclasses to spiral and irregular galaxies, providing a more detailed extension of the traditional Hubble sequence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: van den Bergh luminosity classification
Target entity description: The van den Bergh luminosity classification is a refinement of galaxy morphology that adds luminosity-based subclasses to spiral and irregular galaxies, providing a more detailed extension of the traditional Hubble sequence.
  • A. Harvard spectral classification of stars
    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. Hertzsprung
    Hertzsprung is a surname most notably associated with Danish astronomer Ejnar Hertzsprung, co-creator of the Hertzsprung–Russell diagram fundamental to stellar astrophysics.
  • C. Hubble sequence chosen
    The Hubble sequence is a morphological classification scheme that organizes galaxies into categories such as ellipticals, spirals, and irregulars based on their visual appearance.
  • D. The Stars of High Luminosity
    The Stars of High Luminosity is a seminal astrophysics monograph by Cecilia Payne-Gaposchkin that systematically analyzes and classifies very bright stars, helping to shape modern stellar astrophysics.
  • E. 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.
  • F. None of above.

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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799953d58819096b645a1377e70f2 completed April 9, 2026, 12:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8d4f22881909fa3d094a19b0a14 completed April 18, 2026, 6:09 p.m.
NEDg Description generation batch_69e3cae07b648190b4c0d2514712d6bd completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf21fd908190b28ce93ca104fd52 completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:27 p.m.