Triple

T21071347
Position Surface form Disambiguated ID Type / Status
Subject Norman Lockyer E519113 entity
Predicate publicationAuthored P23998 FINISHED
Object The Chemistry of the Sun
"The Chemistry of the Sun" is an 1870s scientific work by astronomer Norman Lockyer that helped establish the use of spectroscopy to determine the Sun’s chemical composition.
E1464443 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: The Chemistry of the Sun | Statement: [Norman Lockyer, publicationAuthored, The Chemistry of the Sun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Chemistry of the Sun
Context triple: [Norman Lockyer, publicationAuthored, The Chemistry of the Sun]
  • A. 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.
  • B. Integrated Science Investigation of the Sun
    Integrated Science Investigation of the Sun is a suite of scientific instruments aboard NASA’s Parker Solar Probe designed to study energetic particles and their role in solar and heliospheric processes.
  • C. Coronas of the Sun
    Coronas of the Sun is an episode from the 1965–66 Doctor Who serial "The Daleks' Master Plan," featuring the First Doctor in a space-set adventure against the Daleks.
  • D. The Proliferation of the Sun
    The Proliferation of the Sun is a multimedia, light-based environmental artwork by Otto Piene that immerses viewers in dynamic projections and atmospheric effects to explore themes of light, space, and perception.
  • E. Thermodynamics of the Stars
    Thermodynamics of the Stars is a scientific work by astrophysicist Edward Arthur Milne that applies thermodynamic principles to explain the physical structure and energy processes 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: The Chemistry of the Sun
Triple: [Norman Lockyer, publicationAuthored, The Chemistry of the Sun]
Generated description
"The Chemistry of the Sun" is an 1870s scientific work by astronomer Norman Lockyer that helped establish the use of spectroscopy to determine the Sun’s chemical composition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Chemistry of the Sun
Target entity description: "The Chemistry of the Sun" is an 1870s scientific work by astronomer Norman Lockyer that helped establish the use of spectroscopy to determine the Sun’s chemical composition.
  • A. 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.
  • B. Integrated Science Investigation of the Sun
    Integrated Science Investigation of the Sun is a suite of scientific instruments aboard NASA’s Parker Solar Probe designed to study energetic particles and their role in solar and heliospheric processes.
  • C. Coronas of the Sun
    Coronas of the Sun is an episode from the 1965–66 Doctor Who serial "The Daleks' Master Plan," featuring the First Doctor in a space-set adventure against the Daleks.
  • D. The Proliferation of the Sun
    The Proliferation of the Sun is a multimedia, light-based environmental artwork by Otto Piene that immerses viewers in dynamic projections and atmospheric effects to explore themes of light, space, and perception.
  • E. Thermodynamics of the Stars
    Thermodynamics of the Stars is a scientific work by astrophysicist Edward Arthur Milne that applies thermodynamic principles to explain the physical structure and energy processes 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_69e0b505ef108190b25dd4033e2ff7eb completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6feb8ed4481909c9f804ccd8da3e2 completed April 21, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09507598948190917746ab2eec4c7e completed May 17, 2026, 5:21 a.m.
NEDg Description generation batch_6a095110f5c081908458a6cbc9144986 completed May 17, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_6a09518e0a088190999ba39bcbc9cb5f completed May 17, 2026, 5:26 a.m.
Created at: April 16, 2026, 2:46 p.m.