Triple

T215759
Position Surface form Disambiguated ID Type / Status
Subject L'Oréal E4816 entity
Predicate hasCEO P2568 FINISHED
Object Nicolas Hieronimus
Nicolas Hieronimus is a French business executive who serves as the chief executive officer of global cosmetics giant L'Oréal.
E37548 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: Nicolas Hieronimus | Statement: [L'Oréal, hasCEO, Nicolas Hieronimus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicolas Hieronimus
Context triple: [L'Oréal, hasCEO, Nicolas Hieronimus]
  • A. Johannes
    Johannes is the given first name of Paul Kruger, the prominent 19th-century Boer leader and president of the South African Republic.
  • B. Gotthard Heinrici
    Gotthard Heinrici was a German Wehrmacht field marshal renowned as one of Nazi Germany’s most skilled defensive commanders during World War II, particularly in the war’s final stages.
  • C. Johan Paul van Limburg Stirum
    Johan Paul van Limburg Stirum was a Dutch nobleman, diplomat, and colonial administrator who served as a reform-minded Governor-General in the Dutch East Indies during the early 20th century.
  • D. Johannes van den Bosch
    Johannes van den Bosch was a 19th-century Dutch colonial administrator and military officer best known for his influential role in shaping economic and governance policies in the Dutch East Indies.
  • E. Hipólito de Villegas
    Hipólito de Villegas was a Chilean lawyer and politician who played a key role in the country’s early independence movement and institutional formation.
  • 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: Nicolas Hieronimus
Triple: [L'Oréal, hasCEO, Nicolas Hieronimus]
Generated description
Nicolas Hieronimus is a French business executive who serves as the chief executive officer of global cosmetics giant L'Oréal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicolas Hieronimus
Target entity description: Nicolas Hieronimus is a French business executive who serves as the chief executive officer of global cosmetics giant L'Oréal.
  • A. Johannes
    Johannes is the given first name of Paul Kruger, the prominent 19th-century Boer leader and president of the South African Republic.
  • B. Gotthard Heinrici
    Gotthard Heinrici was a German Wehrmacht field marshal renowned as one of Nazi Germany’s most skilled defensive commanders during World War II, particularly in the war’s final stages.
  • C. Johan Paul van Limburg Stirum
    Johan Paul van Limburg Stirum was a Dutch nobleman, diplomat, and colonial administrator who served as a reform-minded Governor-General in the Dutch East Indies during the early 20th century.
  • D. Johannes van den Bosch
    Johannes van den Bosch was a 19th-century Dutch colonial administrator and military officer best known for his influential role in shaping economic and governance policies in the Dutch East Indies.
  • E. Hipólito de Villegas
    Hipólito de Villegas was a Chilean lawyer and politician who played a key role in the country’s early independence movement and institutional formation.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c4ca0c8819093f63c6371e2d140 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33436d48190a4a6d38f06208540 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a3d1b16c8190af40cad78f3cd935 completed March 1, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69a3a437525c8190b850a8fa841a3af8 completed March 1, 2026, 2:28 a.m.
Created at: Feb. 28, 2026, 2:52 a.m.