Triple
T18724947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | neural tangent kernel |
E457875
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Franck Gabriel
Franck Gabriel is a researcher in machine learning and theoretical deep learning known for his work on the neural tangent kernel framework.
|
E1358107
|
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: Franck Gabriel | Statement: [neural tangent kernel, introducedBy, Franck Gabriel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franck Gabriel Context triple: [neural tangent kernel, introducedBy, Franck Gabriel]
-
A.
Juan Laporte
Juan Laporte is a former Puerto Rican professional boxer and WBC featherweight champion known for his toughness and for facing many of the top fighters of his era.
-
B.
Franck Leroy
Franck Leroy is a French politician known for serving as the mayor of Épernay, a commune in the Marne department of northeastern France.
-
C.
Olivier Gacquerre
Olivier Gacquerre is a French politician who serves as the mayor of the northern French city of Béthune.
-
D.
Bruno Maréchal
Bruno Maréchal is a French local politician serving as the mayor of the commune of Monchy-Saint-Éloi in northern France.
-
E.
Bertrand Gachot
Bertrand Gachot is a former French-Belgian racing driver best known for his Formula One career and his role in the events that led to Michael Schumacher’s F1 debut.
- 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: Franck Gabriel Triple: [neural tangent kernel, introducedBy, Franck Gabriel]
Generated description
Franck Gabriel is a researcher in machine learning and theoretical deep learning known for his work on the neural tangent kernel framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franck Gabriel Target entity description: Franck Gabriel is a researcher in machine learning and theoretical deep learning known for his work on the neural tangent kernel framework.
-
A.
Juan Laporte
Juan Laporte is a former Puerto Rican professional boxer and WBC featherweight champion known for his toughness and for facing many of the top fighters of his era.
-
B.
Franck Leroy
Franck Leroy is a French politician known for serving as the mayor of Épernay, a commune in the Marne department of northeastern France.
-
C.
Olivier Gacquerre
Olivier Gacquerre is a French politician who serves as the mayor of the northern French city of Béthune.
-
D.
Bruno Maréchal
Bruno Maréchal is a French local politician serving as the mayor of the commune of Monchy-Saint-Éloi in northern France.
-
E.
Bertrand Gachot
Bertrand Gachot is a former French-Belgian racing driver best known for his Formula One career and his role in the events that led to Michael Schumacher’s F1 debut.
- 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_6a05dd7d73a881909f89489e5e7ffc56 |
completed | May 14, 2026, 2:34 p.m. |
| NEDg | Description generation | batch_6a05e0b4e1c0819081a8fee17def0ea7 |
completed | May 14, 2026, 2:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e10ae8188190a9dce95fa838ff7f |
completed | May 14, 2026, 2:49 p.m. |
Created at: April 10, 2026, 11:50 a.m.