Triple

T2402997
Position Surface form Disambiguated ID Type / Status
Subject Collège de France E50209 entity
Predicate hasNotableProfessor P13831 FINISHED
Object Marcelin Berthelot
Marcelin Berthelot was a prominent 19th-century French chemist and politician known for his pioneering work in thermochemistry and synthetic organic chemistry.
E263013 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: Marcelin Berthelot | Statement: [Collège de France, hasNotableProfessor, Marcelin Berthelot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcelin Berthelot
Context triple: [Collège de France, hasNotableProfessor, Marcelin Berthelot]
  • A. Jean Perrin
    Jean Perrin was a French physicist who confirmed the atomic nature of matter through his pioneering experimental studies of Brownian motion, work for which he received the 1926 Nobel Prize in Physics.
  • B. Heinrich von Liebieg
    Heinrich von Liebieg was a prominent German industrialist and art patron whose collection and philanthropy significantly supported cultural institutions in Germany.
  • C. Claude-Louis Berthollet
    Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
  • D. Robert van ’t Hoff
    Robert van ’t Hoff was a Dutch architect and early modernist whose work and ideas significantly influenced the De Stijl movement’s approach to abstraction and functional design.
  • E. Adolf von Baeyer
    Adolf von Baeyer was a German chemist and Nobel laureate renowned for his pioneering work in organic chemistry, including the synthesis of indigo dye and contributions to the understanding of aromatic compounds.
  • 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: Marcelin Berthelot
Triple: [Collège de France, hasNotableProfessor, Marcelin Berthelot]
Generated description
Marcelin Berthelot was a prominent 19th-century French chemist and politician known for his pioneering work in thermochemistry and synthetic organic chemistry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcelin Berthelot
Target entity description: Marcelin Berthelot was a prominent 19th-century French chemist and politician known for his pioneering work in thermochemistry and synthetic organic chemistry.
  • A. Jean Perrin
    Jean Perrin was a French physicist who confirmed the atomic nature of matter through his pioneering experimental studies of Brownian motion, work for which he received the 1926 Nobel Prize in Physics.
  • B. Heinrich von Liebieg
    Heinrich von Liebieg was a prominent German industrialist and art patron whose collection and philanthropy significantly supported cultural institutions in Germany.
  • C. Claude-Louis Berthollet
    Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
  • D. Robert van ’t Hoff
    Robert van ’t Hoff was a Dutch architect and early modernist whose work and ideas significantly influenced the De Stijl movement’s approach to abstraction and functional design.
  • E. Adolf von Baeyer
    Adolf von Baeyer was a German chemist and Nobel laureate renowned for his pioneering work in organic chemistry, including the synthesis of indigo dye and contributions to the understanding of aromatic compounds.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8f8aa2881909192920ee394f0b3 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e554c08190b5268c41ab34f4d9 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4a5011c8190bda6c487dab73131 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb59eb94c8190b36567fd38323986 completed March 9, 2026, 11:57 a.m.
Created at: March 4, 2026, 7:58 p.m.