Triple

T1165376
Position Surface form Disambiguated ID Type / Status
Subject Edward Charles Pickering E24586 entity
Predicate notableStudent P4838 FINISHED
Object Cecilia Payne-Gaposchkin
Cecilia Payne-Gaposchkin was a pioneering astrophysicist who first demonstrated that stars are composed primarily of hydrogen and helium, fundamentally transforming our understanding of stellar composition.
E139220 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: Cecilia Payne-Gaposchkin | Statement: [Edward Charles Pickering, notableStudent, Cecilia Payne-Gaposchkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cecilia Payne-Gaposchkin
Context triple: [Edward Charles Pickering, notableStudent, Cecilia Payne-Gaposchkin]
  • A. Margaret Burbidge
    Margaret Burbidge was a pioneering British-American astrophysicist whose work on stellar nucleosynthesis and quasars helped transform modern astronomy and cosmology.
  • B. Annie Jump Cannon
    Annie Jump Cannon was an American astronomer renowned for her pioneering work in stellar classification and for helping develop the Harvard Classification Scheme used to categorize stars.
  • C. Sandra Faber
    Sandra Faber is an influential American astronomer and cosmologist renowned for her work on galaxy formation, dark matter, and the Faber–Jackson relation.
  • D. Williamina Fleming
    Williamina Fleming was a pioneering Scottish-American astronomer who made major contributions to stellar classification and the discovery of numerous astronomical objects while working at the Harvard College Observatory.
  • E. Henrietta Swan Leavitt
    Henrietta Swan Leavitt was an American astronomer whose discovery of the period–luminosity relationship of Cepheid variable stars provided the key to measuring cosmic distances and revolutionized our understanding of the scale of the universe.
  • 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: Cecilia Payne-Gaposchkin
Triple: [Edward Charles Pickering, notableStudent, Cecilia Payne-Gaposchkin]
Generated description
Cecilia Payne-Gaposchkin was a pioneering astrophysicist who first demonstrated that stars are composed primarily of hydrogen and helium, fundamentally transforming our understanding of stellar composition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cecilia Payne-Gaposchkin
Target entity description: Cecilia Payne-Gaposchkin was a pioneering astrophysicist who first demonstrated that stars are composed primarily of hydrogen and helium, fundamentally transforming our understanding of stellar composition.
  • A. Margaret Burbidge
    Margaret Burbidge was a pioneering British-American astrophysicist whose work on stellar nucleosynthesis and quasars helped transform modern astronomy and cosmology.
  • B. Annie Jump Cannon
    Annie Jump Cannon was an American astronomer renowned for her pioneering work in stellar classification and for helping develop the Harvard Classification Scheme used to categorize stars.
  • C. Sandra Faber
    Sandra Faber is an influential American astronomer and cosmologist renowned for her work on galaxy formation, dark matter, and the Faber–Jackson relation.
  • D. Williamina Fleming
    Williamina Fleming was a pioneering Scottish-American astronomer who made major contributions to stellar classification and the discovery of numerous astronomical objects while working at the Harvard College Observatory.
  • E. Henrietta Swan Leavitt
    Henrietta Swan Leavitt was an American astronomer whose discovery of the period–luminosity relationship of Cepheid variable stars provided the key to measuring cosmic distances and revolutionized our understanding of the scale of the universe.
  • 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_69a494060e148190abb42f971242c197 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bccc62a88190882d8801908015a4 completed March 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac8311ba6481908aaca4c1e9d8b78f completed March 7, 2026, 7:57 p.m.
NEDg Description generation batch_69ac83add3608190be198ba153721d5c completed March 7, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac846e724081909696c8c44f2f9500 completed March 7, 2026, 8:02 p.m.
Created at: March 1, 2026, 7:45 p.m.