Triple
T18724948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | neural tangent kernel |
E457875
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Clément Hongler
Clément Hongler is a mathematician known for his contributions to probability theory and mathematical physics, including work related to the neural tangent kernel.
|
E1339947
|
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: Clément Hongler | Statement: [neural tangent kernel, introducedBy, Clément Hongler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clément Hongler Context triple: [neural tangent kernel, introducedBy, Clément Hongler]
-
A.
Rodrigue Schneiter
Rodrigue Schneiter was a French engineer known for helping design the pioneering Renault FT light tank used in World War I.
-
B.
Alain Chuard
Alain Chuard is a Swiss entrepreneur and former professional snowboarder best known as the founder of the social media marketing company Wildfire Interactive, which was acquired by Google.
-
C.
Nicolas Dufour
Nicolas Dufour is a Canadian municipal politician serving as the mayor of Repentigny, Quebec.
-
D.
Florian Bucher
Florian Bucher is an educator and founder known for establishing the innovative educational institution 42, a tuition-free, peer-to-peer coding school.
-
E.
Fabien Engelmann
Fabien Engelmann is a French politician associated with the far-right National Rally party who has served as mayor of the town of Hayange in northeastern France.
- 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: Clément Hongler Triple: [neural tangent kernel, introducedBy, Clément Hongler]
Generated description
Clément Hongler is a mathematician known for his contributions to probability theory and mathematical physics, including work related to the neural tangent kernel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clément Hongler Target entity description: Clément Hongler is a mathematician known for his contributions to probability theory and mathematical physics, including work related to the neural tangent kernel.
-
A.
Rodrigue Schneiter
Rodrigue Schneiter was a French engineer known for helping design the pioneering Renault FT light tank used in World War I.
-
B.
Alain Chuard
Alain Chuard is a Swiss entrepreneur and former professional snowboarder best known as the founder of the social media marketing company Wildfire Interactive, which was acquired by Google.
-
C.
Nicolas Dufour
Nicolas Dufour is a Canadian municipal politician serving as the mayor of Repentigny, Quebec.
-
D.
Florian Bucher
Florian Bucher is an educator and founder known for establishing the innovative educational institution 42, a tuition-free, peer-to-peer coding school.
-
E.
Fabien Engelmann
Fabien Engelmann is a French politician associated with the far-right National Rally party who has served as mayor of the town of Hayange in northeastern France.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d72d2c4819080b0d31860976b5e |
completed | April 20, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05325630e881908720d703b24bcee2 |
completed | May 14, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_6a053402521c8190927afa670fb8e38e |
completed | May 14, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05349009e481909fb757415468aa70 |
completed | May 14, 2026, 2:33 a.m. |
Created at: April 10, 2026, 11:50 a.m.