Triple
T2076723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heinz Emigholz |
E44939
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Berlin University of the Arts |
E216378
|
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: Berlin University of the Arts | Statement: [Heinz Emigholz, employer, Berlin University of the Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berlin University of the Arts Context triple: [Heinz Emigholz, employer, Berlin University of the Arts]
-
A.
Berlin University of the Arts
chosen
Berlin University of the Arts is one of Europe’s largest and most prestigious art schools, offering a wide range of programs in fine arts, design, music, and performing arts in Berlin, Germany.
-
B.
Academy of Fine Arts Karlsruhe
The Academy of Fine Arts Karlsruhe is a renowned German art school known for training influential artists and designers in painting, sculpture, and related fine arts.
-
C.
Academy of Arts in Berlin
The Academy of Arts in Berlin is a historic German arts institution and learned society that has played a central role in fostering and promoting the visual arts, music, and literature since its founding in the early 18th century.
-
D.
Stuttgart Academy of Fine Arts
The Stuttgart Academy of Fine Arts is a renowned German art school in Stuttgart known for training influential modernist artists and designers, including figures associated with movements like the Bauhaus.
-
E.
Kunstakademie Düsseldorf
Kunstakademie Düsseldorf is a renowned German art academy in Düsseldorf, historically influential for its role in shaping major movements in European painting and contemporary art.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba2fa9c48190958826d5226544df |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3056aa0c8190b19d97ac0c3bc31d |
completed | March 9, 2026, 2:28 a.m. |
Created at: March 4, 2026, 7:41 p.m.