Triple
T16093760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward Bernays |
E390426
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Gustave Le Bon
Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
|
E1195019
|
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: Gustave Le Bon | Statement: [Edward Bernays, influencedBy, Gustave Le Bon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gustave Le Bon Context triple: [Edward Bernays, influencedBy, Gustave Le Bon]
-
A.
J. H. G. Lebon
J. H. G. Lebon was a distinguished figure in geography recognized for his significant contributions to the field, as evidenced by his receipt of the prestigious Victoria Medal.
-
B.
Émile Faguet
Émile Faguet was a prominent French literary critic, historian of literature, and member of the Académie Française known for his influential studies of French authors and ideas.
-
C.
Théodore Dubois
Théodore Dubois was a French Romantic-era composer, organist, and influential music educator who served as director of the Paris Conservatoire.
-
D.
Isidore Marie Auguste François Xavier Comte
Isidore Marie Auguste François Xavier Comte, better known as Auguste Comte, was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
-
E.
Louis Febre
Louis Febre is a Mexican-American composer best known for his work on television scores, including animated series and shows like Smallville.
- 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: Gustave Le Bon Triple: [Edward Bernays, influencedBy, Gustave Le Bon]
Generated description
Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gustave Le Bon Target entity description: Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
-
A.
J. H. G. Lebon
J. H. G. Lebon was a distinguished figure in geography recognized for his significant contributions to the field, as evidenced by his receipt of the prestigious Victoria Medal.
-
B.
Émile Faguet
Émile Faguet was a prominent French literary critic, historian of literature, and member of the Académie Française known for his influential studies of French authors and ideas.
-
C.
Théodore Dubois
Théodore Dubois was a French Romantic-era composer, organist, and influential music educator who served as director of the Paris Conservatoire.
-
D.
Isidore Marie Auguste François Xavier Comte
Isidore Marie Auguste François Xavier Comte, better known as Auguste Comte, was a 19th-century French philosopher who founded positivism and is often regarded as the father of sociology.
-
E.
Louis Febre
Louis Febre is a Mexican-American composer best known for his work on television scores, including animated series and shows like Smallville.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1859196808190ae30b4f7c1641eed |
completed | April 17, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb973c88819091fe284420088e7e |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffed3d57388190a4d0faa58ee2a27b |
completed | May 10, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffedfb88a881909e6adbb3a372246b |
completed | May 10, 2026, 2:31 a.m. |
Created at: April 10, 2026, 4:59 a.m.