Triple

T7646817
Position Surface form Disambiguated ID Type / Status
Subject Émile Roux E173144 entity
Predicate collaboratedWith P435 FINISHED
Object Charles Chamberland
Charles Chamberland was a French microbiologist and close associate of Louis Pasteur who helped pioneer sterilization techniques and developed the Chamberland filter used to remove bacteria from liquids.
E680205 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: Charles Chamberland | Statement: [Émile Roux, collaboratedWith, Charles Chamberland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Chamberland
Context triple: [Émile Roux, collaboratedWith, Charles Chamberland]
  • A. Edward Chamberlayne
    Edward Chamberlayne was a 17th-century English writer and political economist best known for his influential statistical and descriptive survey of England, "Angliae Notitia."
  • B. Edward Chamberlayne
    Edward Chamberlayne is the troubled, self-absorbed London host whose failing marriage and spiritual crisis drive the psychological and social drama in T. S. Eliot’s play "The Cocktail Party."
  • C. Charles Lemaresquier
    Charles Lemaresquier was a French architect known for his early 20th-century academic and institutional buildings, continuing the Beaux-Arts tradition in France.
  • D. Charles Huet
    Charles Huet was an artist and mentor known primarily as the teacher of the French painter Jean-Baptiste Huet.
  • E. Charles L’Eplattenier
    Charles L’Eplattenier was a Swiss painter, decorative artist, and influential art teacher whose nature-inspired style helped shape the early artistic development of architect Le Corbusier.
  • 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: Charles Chamberland
Triple: [Émile Roux, collaboratedWith, Charles Chamberland]
Generated description
Charles Chamberland was a French microbiologist and close associate of Louis Pasteur who helped pioneer sterilization techniques and developed the Chamberland filter used to remove bacteria from liquids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Chamberland
Target entity description: Charles Chamberland was a French microbiologist and close associate of Louis Pasteur who helped pioneer sterilization techniques and developed the Chamberland filter used to remove bacteria from liquids.
  • A. Edward Chamberlayne
    Edward Chamberlayne is the troubled, self-absorbed London host whose failing marriage and spiritual crisis drive the psychological and social drama in T. S. Eliot’s play "The Cocktail Party."
  • B. Edward Chamberlayne
    Edward Chamberlayne was a 17th-century English writer and political economist best known for his influential statistical and descriptive survey of England, "Angliae Notitia."
  • C. Charles Lemaresquier
    Charles Lemaresquier was a French architect known for his early 20th-century academic and institutional buildings, continuing the Beaux-Arts tradition in France.
  • D. Charles Huet
    Charles Huet was an artist and mentor known primarily as the teacher of the French painter Jean-Baptiste Huet.
  • E. Charles L’Eplattenier
    Charles L’Eplattenier was a Swiss painter, decorative artist, and influential art teacher whose nature-inspired style helped shape the early artistic development of architect Le Corbusier.
  • 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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6faf3bd388190a8cb0f13322a7c00 completed March 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89ad236448190886611ac9d1cc393 completed March 29, 2026, 3:21 a.m.
NEDg Description generation batch_69c89b8a06588190b05a8ee7ddbe737c completed March 29, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c89c1284708190bb2707e41de3be85 completed March 29, 2026, 3:27 a.m.
Created at: March 27, 2026, 3:58 p.m.