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.