Triple
T2151791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bruno Buchberger |
E47796
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Franz Winkler
Franz Winkler is an Austrian mathematician and computer scientist known for his contributions to symbolic computation and computer algebra.
|
E251423
|
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: Franz Winkler | Statement: [Bruno Buchberger, notableStudent, Franz Winkler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franz Winkler Context triple: [Bruno Buchberger, notableStudent, Franz Winkler]
-
A.
George Engelmann
George Engelmann was a 19th-century German-American botanist and physician known for his pioneering taxonomic work on North American desert and mountain plants, including cacti and yuccas.
-
B.
Carl Henry Vogt
Carl Henry Vogt was the birth name of American actor Louis Calhern, a prominent character actor of Hollywood’s Golden Age known for his sophisticated and often villainous roles.
-
C.
Eduard Gerhard
Eduard Gerhard was a pioneering 19th-century German classical archaeologist known for his systematic study of ancient Greek vases and for helping establish archaeology as a rigorous academic discipline.
-
D.
Friedrich Krafft
Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
-
E.
Theodor Krafft
Theodor Krafft is a person notable enough to be recognized as a significant bearer of the surname Krafft.
- 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: Franz Winkler Triple: [Bruno Buchberger, notableStudent, Franz Winkler]
Generated description
Franz Winkler is an Austrian mathematician and computer scientist known for his contributions to symbolic computation and computer algebra.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franz Winkler Target entity description: Franz Winkler is an Austrian mathematician and computer scientist known for his contributions to symbolic computation and computer algebra.
-
A.
George Engelmann
George Engelmann was a 19th-century German-American botanist and physician known for his pioneering taxonomic work on North American desert and mountain plants, including cacti and yuccas.
-
B.
Carl Henry Vogt
Carl Henry Vogt was the birth name of American actor Louis Calhern, a prominent character actor of Hollywood’s Golden Age known for his sophisticated and often villainous roles.
-
C.
Eduard Gerhard
Eduard Gerhard was a pioneering 19th-century German classical archaeologist known for his systematic study of ancient Greek vases and for helping establish archaeology as a rigorous academic discipline.
-
D.
Friedrich Krafft
Friedrich Krafft was a German chemist known for his work in organic chemistry and for the Krafft point concept related to the solubility of surfactants.
-
E.
Theodor Krafft
Theodor Krafft is a person notable enough to be recognized as a significant bearer of the surname Krafft.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe48ad148190a7d6cc88fd38a660 |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71af0fa081909dd4b2a7452623da |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae728e46608190b4192519c705bc32 |
completed | March 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72ff572081909b7c4aebb9e26180 |
completed | March 9, 2026, 7:13 a.m. |
Created at: March 4, 2026, 7:44 p.m.