Triple
T10829347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | K-theory |
E255574
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Max Karoubi |
E593363
|
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: Max Karoubi | Statement: [K-theory, developedBy, Max Karoubi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Max Karoubi Context triple: [K-theory, developedBy, Max Karoubi]
-
A.
Max Karoubi
chosen
Max Karoubi is a French mathematician known for his influential work in K-theory and its applications to topology and geometry.
-
B.
Daniel Quillen
Daniel Quillen was an American mathematician renowned for revolutionizing algebraic K-theory and for his influential contributions to homotopy theory, earning him the Fields Medal in 1978.
-
C.
Jean-Louis Koszul
Jean-Louis Koszul was a French mathematician renowned for his foundational contributions to differential geometry and homological algebra, including the development of Koszul complexes and Koszul duality.
-
D.
Friedrich Hirzebruch
Friedrich Hirzebruch was a German mathematician renowned for his foundational work in topology and algebraic geometry, particularly the Hirzebruch–Riemann–Roch theorem.
-
E.
Georges de Rham
Georges de Rham was a Swiss mathematician best known for developing de Rham cohomology, a fundamental tool in algebraic topology linking differential forms with topological invariants.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d74420fa188190b5b3c59e1a9f551d |
completed | April 9, 2026, 6:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb1096cbc81908f3eda562c2da042 |
completed | April 14, 2026, 9:26 p.m. |
Created at: April 8, 2026, 9:19 p.m.