Triple

T5933898
Position Surface form Disambiguated ID Type / Status
Subject Capgemini E131998 entity
Predicate foundedBy P104 FINISHED
Object Serge Kampf
Serge Kampf was a French entrepreneur best known as the founder and longtime leader of the global consulting and IT services company Capgemini.
E591949 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: Serge Kampf | Statement: [Capgemini, foundedBy, Serge Kampf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serge Kampf
Context triple: [Capgemini, foundedBy, Serge Kampf]
  • A. Hector Lefuel
    Hector Lefuel was a 19th-century French architect best known for his major role in completing and expanding the Louvre under Napoleon III, helping define the Second Empire architectural style.
  • B. Henri Dentz
    Henri Dentz was a French Army general and Vichy official best known for commanding Vichy French forces in the Middle East during World War II, particularly in the 1941 Allied invasion of Syria and Lebanon.
  • C. Jean-François Reubell
    Jean-François Reubell was a French lawyer and politician who served as one of the five Directors leading France during the Directory period of the French Revolution.
  • D. Léon Marchal
    Léon Marchal was a French diplomat who served as Secretary General of the Council of Europe during the early years of European postwar integration.
  • E. Jacques Carlu
    Jacques Carlu was a French architect and designer best known for his influential Art Deco works in Paris and the United States.
  • 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: Serge Kampf
Triple: [Capgemini, foundedBy, Serge Kampf]
Generated description
Serge Kampf was a French entrepreneur best known as the founder and longtime leader of the global consulting and IT services company Capgemini.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serge Kampf
Target entity description: Serge Kampf was a French entrepreneur best known as the founder and longtime leader of the global consulting and IT services company Capgemini.
  • A. Hector Lefuel
    Hector Lefuel was a 19th-century French architect best known for his major role in completing and expanding the Louvre under Napoleon III, helping define the Second Empire architectural style.
  • B. Henri Dentz
    Henri Dentz was a French Army general and Vichy official best known for commanding Vichy French forces in the Middle East during World War II, particularly in the 1941 Allied invasion of Syria and Lebanon.
  • C. Jean-François Reubell
    Jean-François Reubell was a French lawyer and politician who served as one of the five Directors leading France during the Directory period of the French Revolution.
  • D. Léon Marchal
    Léon Marchal was a French diplomat who served as Secretary General of the Council of Europe during the early years of European postwar integration.
  • E. Jacques Carlu
    Jacques Carlu was a French architect and designer best known for his influential Art Deco works in Paris and the United States.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0389f6fc881909527b928838ffcdd completed March 22, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6409a1b588190a963b0f6944ba22c completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c64142633c819094c3bbdabd8f7951 completed March 27, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69c641c3d3188190bcf6bede4c90dc9d completed March 27, 2026, 8:37 a.m.
Created at: March 22, 2026, 4 p.m.