Triple
T1667242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melania Trump |
E36039
|
entity |
| Predicate | attended |
P1509
|
FINISHED |
| Object | Secondary School of Design and Photography, Ljubljana |
E36039
|
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: Secondary School of Design and Photography, Ljubljana | Statement: [Melania Trump, attended, Secondary School of Design and Photography, Ljubljana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secondary School of Design and Photography, Ljubljana Context triple: [Melania Trump, attended, Secondary School of Design and Photography, Ljubljana]
-
A.
Secondary School of Design and Photography, Ljubljana
chosen
The Secondary School of Design and Photography in Ljubljana is a Slovenian vocational secondary school specializing in design and photography, known internationally as part of the early education of former U.S. First Lady Melania Trump.
-
B.
University of Ljubljana
The University of Ljubljana is the largest and oldest university in Slovenia, recognized as a major public research and higher education institution in Central Europe.
-
C.
Museum of Modern Art Ljubljana
The Museum of Modern Art Ljubljana is a major Slovenian art museum dedicated to modern and contemporary visual art, serving as a key cultural and exhibition center in the country’s capital.
-
D.
City Museum of Ljubljana
The City Museum of Ljubljana is a cultural and historical museum in Slovenia’s capital that showcases the city’s archaeological, artistic, and urban heritage.
-
E.
Slovenian Academy of Sciences and Arts
The Slovenian Academy of Sciences and Arts is Slovenia’s leading national institution for the promotion of scientific research and artistic creativity, bringing together the country’s most distinguished scholars and artists.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90adc57cc8190b270004c363768e3 |
completed | March 5, 2026, 4:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad683207b08190a86c266aaece4e98 |
completed | March 8, 2026, 12:14 p.m. |
Created at: March 4, 2026, 7:29 p.m.