Triple

T12175772
Position Surface form Disambiguated ID Type / Status
Subject Wolf–Rayet star E290082 entity
Predicate namedAfter P63 FINISHED
Object Georges Rayet
Georges Rayet was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
E965910 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: Georges Rayet | Statement: [Wolf–Rayet star, namedAfter, Georges Rayet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georges Rayet
Context triple: [Wolf–Rayet star, namedAfter, Georges Rayet]
  • A. Édouard Roche
    Édouard Roche was a 19th-century French astronomer and mathematician best known for formulating the Roche limit and making significant contributions to celestial mechanics.
  • B. Camille Flammarion
    Camille Flammarion was a French astronomer, author, and popularizer of science known for his influential works on astronomy and spiritualism in the late 19th and early 20th centuries.
  • C. André Danjon
    André Danjon was a 20th-century French astronomer renowned for his work in astrometry, lunar studies, and for developing the Danjon scale for measuring the brightness of lunar eclipses.
  • D. Jacques Arago
    Jacques Arago was a 19th-century French writer, artist, and explorer best known for his illustrated travel accounts and participation in global scientific voyages.
  • E. Édouard Bérard
    Édouard Bérard was a French architect best known for co-designing the Palais des Beaux-Arts de Lille, one of France’s largest and most important fine arts museums.
  • 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: Georges Rayet
Triple: [Wolf–Rayet star, namedAfter, Georges Rayet]
Generated description
Georges Rayet was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georges Rayet
Target entity description: Georges Rayet was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
  • A. Édouard Roche
    Édouard Roche was a 19th-century French astronomer and mathematician best known for formulating the Roche limit and making significant contributions to celestial mechanics.
  • B. Camille Flammarion
    Camille Flammarion was a French astronomer, author, and popularizer of science known for his influential works on astronomy and spiritualism in the late 19th and early 20th centuries.
  • C. André Danjon
    André Danjon was a 20th-century French astronomer renowned for his work in astrometry, lunar studies, and for developing the Danjon scale for measuring the brightness of lunar eclipses.
  • D. Jacques Arago
    Jacques Arago was a 19th-century French writer, artist, and explorer best known for his illustrated travel accounts and participation in global scientific voyages.
  • E. Édouard Bérard
    Édouard Bérard was a French architect best known for co-designing the Palais des Beaux-Arts de Lille, one of France’s largest and most important fine arts museums.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915dc71788190bdaadf7be9d8d6ce completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a9482481909500c216f23fceb4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:50 p.m.