Triple

T14160441
Position Surface form Disambiguated ID Type / Status
Subject Rayleigh–Bénard convection E350921 entity
Predicate namedAfter P63 FINISHED
Object Henri Bénard
Henri Bénard was a French physicist known for his pioneering experimental work on thermal convection and fluid dynamics, particularly the cellular convection patterns that now bear his name.
 E1084177 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: Henri Bénard | Statement: [Rayleigh–Bénard convection, namedAfter, Henri Bénard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Henri Bénard
Context triple: [Rayleigh–Bénard convection, namedAfter, Henri Bénard]
  • A. Émile Bénard
    Émile Bénard was a French architect and painter of the late 19th and early 20th centuries, known for his Beaux-Arts style and major public commissions in France and abroad.
  • B. Georges Peclet
    Georges Peclet was a French actor known for his roles in early 20th-century French cinema.
  • C. René Ghil
    René Ghil was a French poet and theorist linked to the Symbolist movement, known for his experimental approach to language and sound in poetry.
  • D. Léon Brillouin
    Léon Brillouin was a French physicist and mathematician known for his foundational contributions to quantum mechanics, solid-state physics, and information theory.
  • E. Ernest Vessiot
    Ernest Vessiot was a French mathematician known for his contributions to differential equations and differential Galois theory, and for his influential role in French mathematical education.
  • 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: Henri Bénard
Triple: [Rayleigh–Bénard convection, namedAfter, Henri Bénard]
Generated description
Henri Bénard was a French physicist known for his pioneering experimental work on thermal convection and fluid dynamics, particularly the cellular convection patterns that now bear his name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Henri Bénard
Target entity description: Henri Bénard was a French physicist known for his pioneering experimental work on thermal convection and fluid dynamics, particularly the cellular convection patterns that now bear his name.
  • A. Émile Bénard
    Émile Bénard was a French architect and painter of the late 19th and early 20th centuries, known for his Beaux-Arts style and major public commissions in France and abroad.
  • B. Georges Peclet
    Georges Peclet was a French actor known for his roles in early 20th-century French cinema.
  • C. René Ghil
    René Ghil was a French poet and theorist linked to the Symbolist movement, known for his experimental approach to language and sound in poetry.
  • D. Léon Brillouin
    Léon Brillouin was a French physicist and mathematician known for his foundational contributions to quantum mechanics, solid-state physics, and information theory.
  • E. Ernest Vessiot
    Ernest Vessiot was a French mathematician known for his contributions to differential equations and differential Galois theory, and for his influential role in French mathematical education.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61393f308190bb357e2bd1916f94 completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f166988190a96d01fb4bd1438e completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd05f31d9c81908b12befa499fae08 completed May 7, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69fd068196fc8190b0c5620c754d2a5c completed May 7, 2026, 9:39 p.m.
Created at: April 10, 2026, 12:59 a.m.