Triple
T16882889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uriel Frisch |
E421463
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Benoît Mandelbrot
Benoît Mandelbrot was a Polish-French-American mathematician best known for founding fractal geometry and revolutionizing the study of complex, self-similar structures in nature.
|
E1238897
|
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: Benoît Mandelbrot | Statement: [Uriel Frisch, coAuthorWith, Benoît Mandelbrot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benoît Mandelbrot Context triple: [Uriel Frisch, coAuthorWith, Benoît Mandelbrot]
-
A.
Helge von Koch
Helge von Koch was a Swedish mathematician best known for the Koch snowflake fractal and his contributions to number theory and the foundations of analysis.
-
B.
Mark Kac
Mark Kac was a Polish-American mathematician renowned for his work in probability theory and mathematical physics, particularly for linking stochastic processes with partial differential equations.
-
C.
Wacław Sierpiński
Wacław Sierpiński was a prominent Polish mathematician known for his foundational work in set theory, number theory, and topology, and for introducing famous fractal objects such as the Sierpiński triangle and Sierpiński carpet.
-
D.
Hermann Kesten
Hermann Kesten was a German-Jewish writer, editor, and prominent figure in the literary exile movement, known for his advocacy of persecuted authors and his leadership in the PEN Center of German-Speaking Authors Abroad.
-
E.
Martin Gutzwiller
Martin Gutzwiller was a Swiss-American physicist best known for his pioneering work in quantum chaos and the development of the Gutzwiller trace formula.
- 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: Benoît Mandelbrot Triple: [Uriel Frisch, coAuthorWith, Benoît Mandelbrot]
Generated description
Benoît Mandelbrot was a Polish-French-American mathematician best known for founding fractal geometry and revolutionizing the study of complex, self-similar structures in nature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benoît Mandelbrot Target entity description: Benoît Mandelbrot was a Polish-French-American mathematician best known for founding fractal geometry and revolutionizing the study of complex, self-similar structures in nature.
-
A.
Helge von Koch
Helge von Koch was a Swedish mathematician best known for the Koch snowflake fractal and his contributions to number theory and the foundations of analysis.
-
B.
Mark Kac
Mark Kac was a Polish-American mathematician renowned for his work in probability theory and mathematical physics, particularly for linking stochastic processes with partial differential equations.
-
C.
Wacław Sierpiński
Wacław Sierpiński was a prominent Polish mathematician known for his foundational work in set theory, number theory, and topology, and for introducing famous fractal objects such as the Sierpiński triangle and Sierpiński carpet.
-
D.
Hermann Kesten
Hermann Kesten was a German-Jewish writer, editor, and prominent figure in the literary exile movement, known for his advocacy of persecuted authors and his leadership in the PEN Center of German-Speaking Authors Abroad.
-
E.
Martin Gutzwiller
Martin Gutzwiller was a Swiss-American physicist best known for his pioneering work in quantum chaos and the development of the Gutzwiller trace formula.
- 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3bbbdffd8819093f1efd91f6d49dc |
completed | April 18, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2baece88190ad9821219dff7e27 |
completed | May 10, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_6a00c3719c88819080279147f9bc415e |
completed | May 10, 2026, 5:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c4850dec819085ae8b51c94c11e7 |
completed | May 10, 2026, 5:46 p.m. |
Created at: April 10, 2026, 5:29 a.m.