Triple

T4974750
Position Surface form Disambiguated ID Type / Status
Subject Société Générale E111737 entity
Predicate foundedBy P104 FINISHED
Object Paulin Talabot
Paulin Talabot was a 19th-century French engineer, entrepreneur, and banker who played a key role in developing France’s railway network and later helped establish major financial institutions.
E484631 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: Paulin Talabot | Statement: [Société Générale, foundedBy, Paulin Talabot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paulin Talabot
Context triple: [Société Générale, foundedBy, Paulin Talabot]
  • A. Hyacinthe Gariel
    Hyacinthe Gariel was a 19th-century French engineer best known for designing the original Pont de l’Alma in Paris.
  • B. Firmin
    Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
  • C. Rabaut Saint-Étienne
    Rabaut Saint-Étienne was an 18th-century French Protestant pastor and revolutionary politician who played a significant role in advocating religious tolerance during the French Revolution.
  • D. Émile Trelat
    Émile Trelat was a 19th-century French engineer, architect, and politician known for his contributions to civil engineering and his role in the early development of technical education in France.
  • E. Christian Bérard
    Christian Bérard was a French artist and theatrical designer renowned for his influential set and costume designs in ballet, theater, and film in the early 20th century.
  • 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: Paulin Talabot
Triple: [Société Générale, foundedBy, Paulin Talabot]
Generated description
Paulin Talabot was a 19th-century French engineer, entrepreneur, and banker who played a key role in developing France’s railway network and later helped establish major financial institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paulin Talabot
Target entity description: Paulin Talabot was a 19th-century French engineer, entrepreneur, and banker who played a key role in developing France’s railway network and later helped establish major financial institutions.
  • A. Hyacinthe Gariel
    Hyacinthe Gariel was a 19th-century French engineer best known for designing the original Pont de l’Alma in Paris.
  • B. Firmin
    Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
  • C. Rabaut Saint-Étienne
    Rabaut Saint-Étienne was an 18th-century French Protestant pastor and revolutionary politician who played a significant role in advocating religious tolerance during the French Revolution.
  • D. Émile Trelat
    Émile Trelat was a 19th-century French engineer, architect, and politician known for his contributions to civil engineering and his role in the early development of technical education in France.
  • E. Christian Bérard
    Christian Bérard was a French artist and theatrical designer renowned for his influential set and costume designs in ballet, theater, and film in the early 20th century.
  • 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_69bd441a0eb481908050fa4273b19eae completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd722e77208190833dc760a57428d5 completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a01e548819087e3a6ae2cd581b9 completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8c193f2c8190a220ffc2571bcb64 completed March 21, 2026, 12:16 p.m.
NED2 Entity disambiguation (via description) batch_69be8c6723f08190b0e722dbb1171173 completed March 21, 2026, 12:17 p.m.
Created at: March 20, 2026, 1:33 p.m.