Triple
T5904709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Claude-Louis Berthollet |
E131315
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Claude-Louis
Claude-Louis is the given name of Claude-Louis Berthollet, an influential French chemist known for his contributions to chemical equilibrium and modern chemical theory.
|
E555797
|
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 | Statement: [Claude-Louis Berthollet, givenName, Claude-Louis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Claude-Louis Context triple: [Claude-Louis Berthollet, givenName, Claude-Louis]
-
A.
Claude-Louis
Claude-Louis is the French engineer and physicist best known for formulating the Navier–Stokes equations in fluid mechanics.
-
B.
Claude Joseph
Claude Joseph is the given name of Claude Joseph Rouget de Lisle, the French army officer and composer best known for writing "La Marseillaise," the French national anthem.
-
C.
Claude François
Claude François was a popular French singer, songwriter, and music producer of the 1960s and 1970s, best known internationally as a co-writer of the song that became "My Way."
-
D.
Étienne-Louis
Étienne-Louis is a French given name most famously borne by the visionary neoclassical architect Étienne-Louis Boullée.
-
E.
Louis-Nicolas d’Avout
Louis-Nicolas d’Avout was a prominent French marshal of the Napoleonic era, renowned for his strict discipline, tactical brilliance, and decisive victories such as the Battle of Auerstädt.
- 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 Triple: [Claude-Louis Berthollet, givenName, Claude-Louis]
Generated description
Claude-Louis is the given name of Claude-Louis Berthollet, an influential French chemist known for his contributions to chemical equilibrium and modern chemical theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Claude-Louis Target entity description: Claude-Louis is the given name of Claude-Louis Berthollet, an influential French chemist known for his contributions to chemical equilibrium and modern chemical theory.
-
A.
Claude-Louis
Claude-Louis is the French engineer and physicist best known for formulating the Navier–Stokes equations in fluid mechanics.
-
B.
Claude Joseph
Claude Joseph is the given name of Claude Joseph Rouget de Lisle, the French army officer and composer best known for writing "La Marseillaise," the French national anthem.
-
C.
Claude François
Claude François was a popular French singer, songwriter, and music producer of the 1960s and 1970s, best known internationally as a co-writer of the song that became "My Way."
-
D.
Étienne-Louis
Étienne-Louis is a French given name most famously borne by the visionary neoclassical architect Étienne-Louis Boullée.
-
E.
Louis-Nicolas d’Avout
Louis-Nicolas d’Avout was a prominent French marshal of the Napoleonic era, renowned for his strict discipline, tactical brilliance, and decisive victories such as the Battle of Auerstädt.
- 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_69c0085864a88190a569c05ff7d65f29 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c037395a7c8190a44197a5415101f6 |
completed | March 22, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c00e25f88190a5eb68ee234e4f6c |
completed | March 23, 2026, 4:22 a.m. |
| NEDg | Description generation | batch_69c0c1db6d548190ba4be143aa7c7905 |
completed | March 23, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c2bdd44881909aa85589d31e771a |
completed | March 23, 2026, 4:34 a.m. |
Created at: March 22, 2026, 3:59 p.m.