Triple

T10842355
Position Surface form Disambiguated ID Type / Status
Subject neutron star hypothesis E255919 entity
Predicate publishedBy P80 FINISHED
Object Fritz Zwicky and Walter Baade
Fritz Zwicky and Walter Baade were pioneering 20th-century astronomers whose work on supernovae, dark matter, and compact stellar remnants fundamentally reshaped modern astrophysics.
E890948 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: Fritz Zwicky and Walter Baade | Statement: [neutron star hypothesis, publishedBy, Fritz Zwicky and Walter Baade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fritz Zwicky and Walter Baade
Context triple: [neutron star hypothesis, publishedBy, Fritz Zwicky and Walter Baade]
  • A. Fritz Zwicky
    Fritz Zwicky was a Swiss astronomer and physicist best known for pioneering work on dark matter, supernovae, and galaxy clusters, profoundly shaping modern astrophysics.
  • B. Walter Baade
    Walter Baade was a German astronomer whose work on variable stars and the structure of the Milky Way led to a major revision of the cosmic distance scale and our understanding of the universe’s size and age.
  • C. Karl G. Henize
    Karl G. Henize was an American astronomer and NASA astronaut who flew on the Space Shuttle Challenger as a mission specialist and was known for his work in ultraviolet astronomy.
  • D. Bruno Rossi
    Bruno Rossi was an Italian experimental physicist and pioneer in cosmic-ray and high-energy astrophysics who played a key role in early nuclear research and space science.
  • E. A. G. de Vaucouleurs
    A. G. de Vaucouleurs was a prominent 20th-century French-born astronomer known for his influential work on galaxy classification, structure, and large-scale cosmic flows.
  • 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: Fritz Zwicky and Walter Baade
Triple: [neutron star hypothesis, publishedBy, Fritz Zwicky and Walter Baade]
Generated description
Fritz Zwicky and Walter Baade were pioneering 20th-century astronomers whose work on supernovae, dark matter, and compact stellar remnants fundamentally reshaped modern astrophysics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fritz Zwicky and Walter Baade
Target entity description: Fritz Zwicky and Walter Baade were pioneering 20th-century astronomers whose work on supernovae, dark matter, and compact stellar remnants fundamentally reshaped modern astrophysics.
  • A. Fritz Zwicky
    Fritz Zwicky was a Swiss astronomer and physicist best known for pioneering work on dark matter, supernovae, and galaxy clusters, profoundly shaping modern astrophysics.
  • B. Walter Baade
    Walter Baade was a German astronomer whose work on variable stars and the structure of the Milky Way led to a major revision of the cosmic distance scale and our understanding of the universe’s size and age.
  • C. Karl G. Henize
    Karl G. Henize was an American astronomer and NASA astronaut who flew on the Space Shuttle Challenger as a mission specialist and was known for his work in ultraviolet astronomy.
  • D. Bruno Rossi
    Bruno Rossi was an Italian experimental physicist and pioneer in cosmic-ray and high-energy astrophysics who played a key role in early nuclear research and space science.
  • E. A. G. de Vaucouleurs
    A. G. de Vaucouleurs was a prominent 20th-century French-born astronomer known for his influential work on galaxy classification, structure, and large-scale cosmic flows.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d750ce40108190895c477553195fe4 completed April 9, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7ca05788190aff4f34084499ba6 completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:19 p.m.