Triple

T15711292
Position Surface form Disambiguated ID Type / Status
Subject Le Transperceneige E380842 entity
Predicate author P4 FINISHED
Object Benjamin Legrand
Benjamin Legrand is a French writer and comics scriptwriter best known for co-authoring the influential post-apocalyptic graphic novel series that inspired the film and TV franchise "Snowpiercer."
E1173019 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: Benjamin Legrand | Statement: [Le Transperceneige, author, Benjamin Legrand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Legrand
Context triple: [Le Transperceneige, author, Benjamin Legrand]
  • A. Benjamin Baud
    Benjamin Baud was a 19th-century architect best known for designing London's Brompton Cemetery, one of the city's historic "Magnificent Seven" garden cemeteries.
  • B. Frédéric Legrand
    Frédéric Legrand is an entrepreneur best known as the founder of the company Legrand.
  • C. Antoine Jay
    Antoine Jay was a 19th-century French writer, journalist, and politician known for his literary works and involvement in liberal politics during the Restoration and July Monarchy.
  • D. Antoine Duhamel
    Antoine Duhamel was a French composer best known for his innovative film scores, particularly his collaborations with New Wave directors like Jean-Luc Godard.
  • E. Stephen Sauvestre
    Stephen Sauvestre was a French architect best known for designing the architectural embellishments and final aesthetic of the Eiffel Tower.
  • 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: Benjamin Legrand
Triple: [Le Transperceneige, author, Benjamin Legrand]
Generated description
Benjamin Legrand is a French writer and comics scriptwriter best known for co-authoring the influential post-apocalyptic graphic novel series that inspired the film and TV franchise "Snowpiercer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Legrand
Target entity description: Benjamin Legrand is a French writer and comics scriptwriter best known for co-authoring the influential post-apocalyptic graphic novel series that inspired the film and TV franchise "Snowpiercer."
  • A. Benjamin Baud
    Benjamin Baud was a 19th-century architect best known for designing London's Brompton Cemetery, one of the city's historic "Magnificent Seven" garden cemeteries.
  • B. Frédéric Legrand
    Frédéric Legrand is an entrepreneur best known as the founder of the company Legrand.
  • C. Antoine Jay
    Antoine Jay was a 19th-century French writer, journalist, and politician known for his literary works and involvement in liberal politics during the Restoration and July Monarchy.
  • D. Antoine Duhamel
    Antoine Duhamel was a French composer best known for his innovative film scores, particularly his collaborations with New Wave directors like Jean-Luc Godard.
  • E. Stephen Sauvestre
    Stephen Sauvestre was a French architect best known for designing the architectural embellishments and final aesthetic of the Eiffel Tower.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757d74b481909c8332a09ae36b4f completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff762c0c548190a80392e1e83f68cc completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76fbcd188190b431bf277304aeea completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.