Triple
T21012182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gibbs–Duhem equation |
E517575
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object | Pierre Duhem |
—
|
NE NERFINISHED |
How this triple was built (3 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: Pierre Duhem | Statement: [Gibbs–Duhem equation, namedAfter, Pierre Duhem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pierre Duhem Context triple: [Gibbs–Duhem equation, namedAfter, Pierre Duhem]
-
A.
Alexandre Koyré
Alexandre Koyré was a 20th-century historian and philosopher of science known for his influential studies on the Scientific Revolution and the development of modern scientific thought.
-
B.
Georges Peclet
Georges Peclet was a French actor known for his roles in early 20th-century French cinema.
-
C.
Leon Brunschvicg
Leon Brunschvicg was a French philosopher known for his work in epistemology and the philosophy of science, particularly his emphasis on the role of mathematical thought in the development of human reason.
-
D.
Ernest Vessiot
Ernest Vessiot was a French mathematician known for his contributions to differential equations and differential Galois theory, and for his influential role in French mathematical education.
-
E.
Maurice Joly
Maurice Joly was a 19th-century French lawyer and political satirist best known for his anti-Napoleon III pamphlet "Dialogue in Hell Between Machiavelli and Montesquieu," which later influenced the fabrication of "The Protocols of the Elders of Zion."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pierre Duhem Target entity description: Pierre Duhem was a French physicist, historian, and philosopher of science known for his foundational work in thermodynamics and for influential ideas about the structure and testing of scientific theories.
-
A.
Alexandre Koyré
Alexandre Koyré was a 20th-century historian and philosopher of science known for his influential studies on the Scientific Revolution and the development of modern scientific thought.
-
B.
Georges Peclet
Georges Peclet was a French actor known for his roles in early 20th-century French cinema.
-
C.
Leon Brunschvicg
Leon Brunschvicg was a French philosopher known for his work in epistemology and the philosophy of science, particularly his emphasis on the role of mathematical thought in the development of human reason.
-
D.
Ernest Vessiot
Ernest Vessiot was a French mathematician known for his contributions to differential equations and differential Galois theory, and for his influential role in French mathematical education.
-
E.
Maurice Joly
Maurice Joly was a 19th-century French lawyer and political satirist best known for his anti-Napoleon III pamphlet "Dialogue in Hell Between Machiavelli and Montesquieu," which later influenced the fabrication of "The Protocols of the Elders of Zion."
- F. None of above. chosen
Provenance (2 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_69e0b50192308190a284fcc89dd23a49 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc40f91c81908c9b6d99869de7aa |
completed | April 21, 2026, 4:25 a.m. |
Created at: April 16, 2026, 1:53 p.m.