Triple
T1145676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commission des Sciences et des Arts |
E23558
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Claude-Louis Berthollet
Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
|
E131315
|
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: Claude-Louis Berthollet | Statement: [Commission des Sciences et des Arts, notableMember, Claude-Louis Berthollet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Claude-Louis Berthollet Context triple: [Commission des Sciences et des Arts, notableMember, Claude-Louis Berthollet]
-
A.
Antoine Lavoisier
Antoine Lavoisier was an 18th-century French chemist widely regarded as the "father of modern chemistry" for his pioneering work on the law of conservation of mass and the nature of chemical reactions.
-
B.
Wilhelm Richter
Wilhelm Richter was a German Wehrmacht general who commanded the 716th Infantry Division defending the Normandy coast during the Allied D-Day landings in World War II.
-
C.
Jean-Baptiste Marie Pierre
Jean-Baptiste Marie Pierre was an 18th-century French painter and draughtsman who became Premier peintre du Roi (First Painter to the King) and a leading figure in the late Rococo and early Neoclassical periods.
-
D.
Jean-Baptiste Regnault
Jean-Baptiste Regnault was a prominent French Neoclassical painter of the late 18th and early 19th centuries, known for his historical and allegorical works.
-
E.
Heinrich von Liebieg
Heinrich von Liebieg was a prominent German industrialist and art patron whose collection and philanthropy significantly supported cultural institutions in Germany.
- 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: Claude-Louis Berthollet Triple: [Commission des Sciences et des Arts, notableMember, Claude-Louis Berthollet]
Generated description
Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Claude-Louis Berthollet Target entity description: Claude-Louis Berthollet was a prominent French chemist of the late 18th and early 19th centuries, known for his contributions to chemical theory, bleaching agents, and his role in the development of modern chemistry.
-
A.
Antoine Lavoisier
Antoine Lavoisier was an 18th-century French chemist widely regarded as the "father of modern chemistry" for his pioneering work on the law of conservation of mass and the nature of chemical reactions.
-
B.
Wilhelm Richter
Wilhelm Richter was a German Wehrmacht general who commanded the 716th Infantry Division defending the Normandy coast during the Allied D-Day landings in World War II.
-
C.
Jean-Baptiste Marie Pierre
Jean-Baptiste Marie Pierre was an 18th-century French painter and draughtsman who became Premier peintre du Roi (First Painter to the King) and a leading figure in the late Rococo and early Neoclassical periods.
-
D.
Jean-Baptiste Regnault
Jean-Baptiste Regnault was a prominent French Neoclassical painter of the late 18th and early 19th centuries, known for his historical and allegorical works.
-
E.
Heinrich von Liebieg
Heinrich von Liebieg was a prominent German industrialist and art patron whose collection and philanthropy significantly supported cultural institutions in Germany.
- 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_69a493ef399c8190b04b9146d2314f59 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc51244c8190bcd533f3e80c8f17 |
completed | March 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5eb1f7d08190ba722dcbbc8a6799 |
completed | March 7, 2026, 5:21 p.m. |
| NEDg | Description generation | batch_69ac5f5ac2f88190a1d27b6ff457ddd3 |
completed | March 7, 2026, 5:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5fbd55d88190a21f0e288bd9ae0a |
completed | March 7, 2026, 5:26 p.m. |
Created at: March 1, 2026, 7:44 p.m.