Triple
T9031327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berlin University of the Arts |
E216378
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
CUMULUS Association
CUMULUS Association is an international network of universities and institutions dedicated to art, design, and media education and research.
|
E772559
|
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: CUMULUS Association | Statement: [Berlin University of the Arts, memberOf, CUMULUS Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CUMULUS Association Context triple: [Berlin University of the Arts, memberOf, CUMULUS Association]
-
A.
Nation Associates
Nation Associates is the nonprofit organization that publishes and supports the progressive American magazine The Nation.
-
B.
Foundation Federation
The Foundation Federation is a political entity ruled by the First Foundation in Isaac Asimov’s Foundation universe, representing its sphere of influence and governance.
-
C.
Balgrist Association
Balgrist Association is a Swiss non-profit organization that oversees and supports the renowned Balgrist University Hospital, specializing in musculoskeletal medicine and rehabilitation.
-
D.
Northern Consortium
The Northern Consortium is a UK-based group of universities that collaborates to promote international education, partnerships, and access to higher education.
-
E.
Central Association
The Central Association was a minor league baseball league that operated in the early 20th century in the Midwestern United States.
- 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: CUMULUS Association Triple: [Berlin University of the Arts, memberOf, CUMULUS Association]
Generated description
CUMULUS Association is an international network of universities and institutions dedicated to art, design, and media education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CUMULUS Association Target entity description: CUMULUS Association is an international network of universities and institutions dedicated to art, design, and media education and research.
-
A.
Nation Associates
Nation Associates is the nonprofit organization that publishes and supports the progressive American magazine The Nation.
-
B.
Foundation Federation
The Foundation Federation is a political entity ruled by the First Foundation in Isaac Asimov’s Foundation universe, representing its sphere of influence and governance.
-
C.
Balgrist Association
Balgrist Association is a Swiss non-profit organization that oversees and supports the renowned Balgrist University Hospital, specializing in musculoskeletal medicine and rehabilitation.
-
D.
Northern Consortium
The Northern Consortium is a UK-based group of universities that collaborates to promote international education, partnerships, and access to higher education.
-
E.
Central Association
The Central Association was a minor league baseball league that operated in the early 20th century in the Midwestern United States.
- 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_69ca83d10b608190b2b2f8e0a7faaf14 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6a9f2c7481909b4a272183f20585 |
completed | April 1, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdbc662208190a3f4e6e593208c5c |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdceaa44c81909384939d651b9a61 |
completed | April 3, 2026, 3:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd75761c8190b17f97184ae07810 |
completed | April 3, 2026, 3:32 p.m. |
Created at: March 30, 2026, 7:08 p.m.