Triple
T4390915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | François Chollet |
E99359
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | François Chollet |
E99359
|
NE FINISHED |
How this triple was built (2 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: François Chollet | Statement: [François Chollet, name, François Chollet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François Chollet Context triple: [François Chollet, name, François Chollet]
-
A.
François Chollet
chosen
François Chollet is a French software engineer and AI researcher best known as the creator of the Keras deep learning library and a prominent advocate for practical, human-centric machine learning.
-
B.
Manuel Valls
Manuel Valls is a French politician who served as Prime Minister of France in the mid-2010s and was previously Minister of the Interior and a leading figure in the Socialist Party.
-
C.
Éric Piolle
Éric Piolle is a French Green politician known for serving as the ecologist mayor of Grenoble and promoting progressive, environmentally focused urban policies.
-
D.
Benoît Hamon
Benoît Hamon is a French politician who served as a prominent left-wing figure, including as the Socialist Party’s 2017 presidential candidate and later founder of the Génération·s movement.
-
E.
Didier Auriol
Didier Auriol is a French rally driver and 1994 World Rally Champion, renowned for his success in the World Rally Championship during the late 1980s and 1990s.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352843d7c8190929b94c94eaa63df |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e530428881908d125971263bd747 |
completed | March 14, 2026, 10:46 p.m. |
Created at: March 12, 2026, 11:19 p.m.