Triple
T17223475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martha Stettler |
E418048
|
entity |
| Predicate | studentOf |
P48
|
FINISHED |
| Object |
Frédéric Humbert
Frédéric Humbert was a Swiss painter and art teacher active in the late 19th and early 20th centuries, known for mentoring artists such as Martha Stettler.
|
E1257791
|
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: Frédéric Humbert | Statement: [Martha Stettler, studentOf, Frédéric Humbert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frédéric Humbert Context triple: [Martha Stettler, studentOf, Frédéric Humbert]
-
A.
Joachim Gasquet
Joachim Gasquet was a French poet, art critic, and close friend and early biographer of painter Paul Cézanne.
-
B.
Thomas Ravier
Thomas Ravier is a French politician who serves as the mayor of the town of Villefranche-sur-Saône.
-
C.
Jean-Manuel Rozan
Jean-Manuel Rozan is a French entrepreneur best known as a co-founder of the privacy-focused search engine Qwant.
-
D.
Philippe Gille
Philippe Gille was a 19th-century French librettist and journalist best known for writing opera librettos, often in collaboration with prominent composers and fellow writers.
-
E.
Christophe Masle
Christophe Masle is a French racehorse breeder best known for breeding the legendary National Hunt champion Sprinter Sacre.
- 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: Frédéric Humbert Triple: [Martha Stettler, studentOf, Frédéric Humbert]
Generated description
Frédéric Humbert was a Swiss painter and art teacher active in the late 19th and early 20th centuries, known for mentoring artists such as Martha Stettler.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frédéric Humbert Target entity description: Frédéric Humbert was a Swiss painter and art teacher active in the late 19th and early 20th centuries, known for mentoring artists such as Martha Stettler.
-
A.
Joachim Gasquet
Joachim Gasquet was a French poet, art critic, and close friend and early biographer of painter Paul Cézanne.
-
B.
Thomas Ravier
Thomas Ravier is a French politician who serves as the mayor of the town of Villefranche-sur-Saône.
-
C.
Jean-Manuel Rozan
Jean-Manuel Rozan is a French entrepreneur best known as a co-founder of the privacy-focused search engine Qwant.
-
D.
Philippe Gille
Philippe Gille was a 19th-century French librettist and journalist best known for writing opera librettos, often in collaboration with prominent composers and fellow writers.
-
E.
Christophe Masle
Christophe Masle is a French racehorse breeder best known for breeding the legendary National Hunt champion Sprinter Sacre.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42ddfe3bc8190b22cee4fc0590b74 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0167596ab481909df59ce68c7f640e |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a0169f4d520819095774ce5ee2d2220 |
completed | May 11, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016a55114881909496549dfb7b6ff1 |
completed | May 11, 2026, 5:34 a.m. |
Created at: April 10, 2026, 5:38 a.m.