Triple
T18524626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ernests Štālbergs |
E452681
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Latvian Academy of Arts
The Latvian Academy of Arts is Latvia’s leading higher education institution for visual arts, design, and related creative disciplines, based in Riga.
|
E1330792
|
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: Latvian Academy of Arts | Statement: [Ernests Štālbergs, employer, Latvian Academy of Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Latvian Academy of Arts Context triple: [Ernests Štālbergs, employer, Latvian Academy of Arts]
-
A.
Latvian Academy of Music
The Latvian Academy of Music is a leading higher education institution in Latvia specializing in professional training and research in music and the performing arts.
-
B.
University of Latvia
The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
-
C.
Liepāja University
Liepāja University is a higher education institution in the Latvian city of Liepāja, offering a range of academic programs and conducting research across various disciplines.
-
D.
Daugavpils University
Daugavpils University is a major public higher education and research institution located in Daugavpils, Latvia.
-
E.
Tartu Art College
Tartu Art College is an Estonian higher education institution specializing in applied arts and design, located in the city of Tartu.
- 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: Latvian Academy of Arts Triple: [Ernests Štālbergs, employer, Latvian Academy of Arts]
Generated description
The Latvian Academy of Arts is Latvia’s leading higher education institution for visual arts, design, and related creative disciplines, based in Riga.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Latvian Academy of Arts Target entity description: The Latvian Academy of Arts is Latvia’s leading higher education institution for visual arts, design, and related creative disciplines, based in Riga.
-
A.
Latvian Academy of Music
The Latvian Academy of Music is a leading higher education institution in Latvia specializing in professional training and research in music and the performing arts.
-
B.
University of Latvia
The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
-
C.
Liepāja University
Liepāja University is a higher education institution in the Latvian city of Liepāja, offering a range of academic programs and conducting research across various disciplines.
-
D.
Daugavpils University
Daugavpils University is a major public higher education and research institution located in Daugavpils, Latvia.
-
E.
Tartu Art College
Tartu Art College is an Estonian higher education institution specializing in applied arts and design, located in the city of Tartu.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533908b0c81908725baf828aa46ff |
completed | April 19, 2026, 7:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049ad34a648190b551ef7e93cf0d22 |
completed | May 13, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_6a04a0f470ac8190a0a8561bf1b288df |
completed | May 13, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04a1cce5cc8190b75dbc17354bde5a |
completed | May 13, 2026, 4:07 p.m. |
Created at: April 10, 2026, 11:37 a.m.