Triple
T10991227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | random matrix theory |
E259756
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Marcin Kac
Marcin Kac was a mathematician known for his influential contributions to probability theory and mathematical physics, including foundational work that helped shape modern random matrix theory.
|
E915810
|
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: Marcin Kac | Statement: [random matrix theory, developedBy, Marcin Kac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcin Kac Context triple: [random matrix theory, developedBy, Marcin Kac]
-
A.
Krzysztof Arciszewski
Krzysztof Arciszewski was a 17th-century Polish nobleman, military commander, and engineer who notably served as an admiral and artillery expert in the Dutch colonial forces in Brazil.
-
B.
Pawel Maciwoda
Pawel Maciwoda is a Polish bassist best known for playing with the German hard rock band Scorpions.
-
C.
Marek Zaleski
Marek Zaleski is a Polish literary critic and essayist known for his work on modern Polish literature and literary theory.
-
D.
Jacek Malczewski
Jacek Malczewski was a prominent Polish painter associated with Symbolism, known for his allegorical and patriotic works at the turn of the 19th and 20th centuries.
-
E.
Maciej Mielżyński
Maciej Mielżyński was a Polish nobleman and military commander known for his prominent role in 19th-century Polish national uprisings against foreign rule.
- 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: Marcin Kac Triple: [random matrix theory, developedBy, Marcin Kac]
Generated description
Marcin Kac was a mathematician known for his influential contributions to probability theory and mathematical physics, including foundational work that helped shape modern random matrix theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcin Kac Target entity description: Marcin Kac was a mathematician known for his influential contributions to probability theory and mathematical physics, including foundational work that helped shape modern random matrix theory.
-
A.
Krzysztof Arciszewski
Krzysztof Arciszewski was a 17th-century Polish nobleman, military commander, and engineer who notably served as an admiral and artillery expert in the Dutch colonial forces in Brazil.
-
B.
Pawel Maciwoda
Pawel Maciwoda is a Polish bassist best known for playing with the German hard rock band Scorpions.
-
C.
Marek Zaleski
Marek Zaleski is a Polish literary critic and essayist known for his work on modern Polish literature and literary theory.
-
D.
Jacek Malczewski
Jacek Malczewski was a prominent Polish painter associated with Symbolism, known for his allegorical and patriotic works at the turn of the 19th and 20th centuries.
-
E.
Maciej Mielżyński
Maciej Mielżyński was a Polish nobleman and military commander known for his prominent role in 19th-century Polish national uprisings against foreign rule.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d795d1e918819090c71f5a077fa15a |
completed | April 9, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f3768c0081908d209b854dd08dd2 |
completed | April 19, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69e4f9596e1081908e7b319f77453438 |
completed | April 19, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff4645948190a2bfcc3a4efd8e2a |
completed | April 19, 2026, 4:13 p.m. |
Created at: April 8, 2026, 9:24 p.m.