Triple
T4688461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | COVID-19: The Great Reset |
E103976
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Thierry Malleret
Thierry Malleret is a French economist and risk analyst known for co-authoring influential works on global trends and systemic risks, including "COVID-19: The Great Reset."
|
E474561
|
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: Thierry Malleret | Statement: [COVID-19: The Great Reset, author, Thierry Malleret]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thierry Malleret Context triple: [COVID-19: The Great Reset, author, Thierry Malleret]
-
A.
Benoit Dageville
Benoit Dageville is a French computer scientist and entrepreneur best known as a co-founder of the cloud data platform company Snowflake.
-
B.
Thierry Delaporte
Thierry Delaporte is a French business executive best known as the CEO and Managing Director of Indian IT services giant Wipro.
-
C.
Sébastien Jodogne
Sébastien Jodogne is a free software developer best known for creating the open-source medical imaging platform Orthanc and for his significant contributions to open healthcare technologies.
-
D.
Franck Eggelhoffer
Franck Eggelhoffer is the flamboyant, eccentric wedding planner portrayed by Martin Short in the comedy film "Father of the Bride."
-
E.
Paul Thiry
Paul Thiry was a prominent mid-20th-century American architect known as a leading figure of Northwest modernism.
- 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: Thierry Malleret Triple: [COVID-19: The Great Reset, author, Thierry Malleret]
Generated description
Thierry Malleret is a French economist and risk analyst known for co-authoring influential works on global trends and systemic risks, including "COVID-19: The Great Reset."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thierry Malleret Target entity description: Thierry Malleret is a French economist and risk analyst known for co-authoring influential works on global trends and systemic risks, including "COVID-19: The Great Reset."
-
A.
Benoit Dageville
Benoit Dageville is a French computer scientist and entrepreneur best known as a co-founder of the cloud data platform company Snowflake.
-
B.
Thierry Delaporte
Thierry Delaporte is a French business executive best known as the CEO and Managing Director of Indian IT services giant Wipro.
-
C.
Sébastien Jodogne
Sébastien Jodogne is a free software developer best known for creating the open-source medical imaging platform Orthanc and for his significant contributions to open healthcare technologies.
-
D.
Franck Eggelhoffer
Franck Eggelhoffer is the flamboyant, eccentric wedding planner portrayed by Martin Short in the comedy film "Father of the Bride."
-
E.
Paul Thiry
Paul Thiry was a prominent mid-20th-century American architect known as a leading figure of Northwest modernism.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c84eb4481908a7188672624bc4d |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be606d92208190a986ea437539b846 |
completed | March 21, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be60c64a488190b4ceef60b070b6f8 |
completed | March 21, 2026, 9:11 a.m. |
Created at: March 20, 2026, 1:16 p.m.