Triple
T472303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Element AI |
E8584
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Jean‑François Gagné
Jean‑François Gagné is a Canadian entrepreneur and artificial intelligence expert best known as a co-founder and former CEO of the AI company Element AI.
|
E65247
|
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: Jean‑François Gagné | Statement: [Element AI, foundedBy, Jean‑François Gagné]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean‑François Gagné Context triple: [Element AI, foundedBy, Jean‑François Gagné]
-
A.
Rigaud Benoit
Rigaud Benoit was a prominent Haitian painter associated with the mid-20th-century Haitian art movement, known for his vivid, symbolic depictions of Haitian life and spirituality.
-
B.
Bertrand Fagalde
Bertrand Fagalde was a French admiral best known for his leadership of French naval forces during the Battle of Dunkirk in World War II.
-
C.
Robert Fraisse
Robert Fraisse is a French cinematographer known for his visually striking work on international films, including major war dramas and action features.
-
D.
Jacques Demers
Jacques Demers is a Canadian former NHL head coach best known for leading the Montreal Canadiens to the 1993 Stanley Cup championship.
-
E.
Jean-Arnaud Raymond
Jean-Arnaud Raymond was a French neoclassical architect active in the late 18th and early 19th centuries, known for his influential designs and contributions to monumental Parisian architecture.
- 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: Jean‑François Gagné Triple: [Element AI, foundedBy, Jean‑François Gagné]
Generated description
Jean‑François Gagné is a Canadian entrepreneur and artificial intelligence expert best known as a co-founder and former CEO of the AI company Element AI.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean‑François Gagné Target entity description: Jean‑François Gagné is a Canadian entrepreneur and artificial intelligence expert best known as a co-founder and former CEO of the AI company Element AI.
-
A.
Rigaud Benoit
Rigaud Benoit was a prominent Haitian painter associated with the mid-20th-century Haitian art movement, known for his vivid, symbolic depictions of Haitian life and spirituality.
-
B.
Bertrand Fagalde
Bertrand Fagalde was a French admiral best known for his leadership of French naval forces during the Battle of Dunkirk in World War II.
-
C.
Robert Fraisse
Robert Fraisse is a French cinematographer known for his visually striking work on international films, including major war dramas and action features.
-
D.
Jacques Demers
Jacques Demers is a Canadian former NHL head coach best known for leading the Montreal Canadiens to the 1993 Stanley Cup championship.
-
E.
Jean-Arnaud Raymond
Jean-Arnaud Raymond was a French neoclassical architect active in the late 18th and early 19th centuries, known for his influential designs and contributions to monumental Parisian architecture.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eff24108819092fdb85019ec4089 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab1982f48190b7d7300f0ab9c637 |
completed | March 1, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69a4ac032ef4819094b9ce7740262eda |
completed | March 1, 2026, 9:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4ada4ca5481909bbd62b55f10f4f9 |
completed | March 1, 2026, 9:20 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.